Advanced AI systems are rapidly making their way into medical research and practice, and, arguably, it is only a matter of time before they will surpass human practitioners in terms of accuracy, reliability, and knowledge. If this is true, practitioners will have a prima facie epistemic and professional obligation to align their medical verdicts with those of advanced AI systems. However, in light of their complexity, these AI systems will often function as black boxes: the details of their contents, calculations, (...) and procedures cannot be meaningfully understood by human practitioners. When AI systems reach this level of complexity, we can also speak of black-box medicine. In this paper, we want to argue that black-box medicine conflicts with core ideals of patient-centered medicine. In particular, we claim, black-box medicine is not conducive for supporting informed decision-making based on shared information, shared deliberation, and shared mind between practitioner and patient. (shrink)

According to recent approaches in the philosophy of medicine, biomedicine should be replaced or complemented by a humanistic medical model. Two humanistic approaches, narrative medicine and the phenomenology of medicine, have grown particularly popular in recent decades. This paper first suggests that these humanistic criticisms of biomedicine are insufficient. A central problem is that both approaches seem to offer a straw man definition of biomedicine. It then argues that the subsequent definition of humanism found in these approaches is problematically reduced (...) to a compassionate or psychological understanding. My main claims are that humanism cannot be sought in the patient–physician relationship alone and that a broad definition of medicine should help to revisit humanism. With this end in view, I defend what I call an outcomes-oriented approach to humanistic medicine, where humanism is set upon the capacity for a health system to produce good health outcomes. (shrink)

Systems medicine, which is based on computational modelling of biological systems, is emerging as an increasingly prominent part of the personalized medicine movement. It is often promoted as ‘P4 medicine’. In this article, we test promises made by some of its proponents that systems medicine will be able to develop a scientific, quantitative metric for wellness that will eliminate the purported vagueness, ambiguity, and incompleteness—that is, normativity—of previous health definitions. We do so by examining the most concrete and relevant evidence (...) for such a metric available: a patent that describes a systems medicine method for assessing health and disease. We find that although systems medicine is promoted as heralding an era of transformative scientific objectivity, its definition of health seems at present still normatively based. As such, we argue that it will be open to influence from various stakeholders and that its purported objectivity may conceal important scientific, philosophical, and political issues. We also argue that this is an example of a general trend within biomedicine to create overly hopeful visions and expectations for the future. (shrink)

Today, modern Western medicine is facing a quality-of-care crisis that is undermining the patient–physician relationship. In this paper, a notion of the epistemically virtuous clinician is proposed in terms of both the reliabilist and responsibilist versions of virtue epistemology, in order to help address this crisis. To that end, a clinical case study from the literature is first reconstructed. The reliabilist intellectual virtues, including the perceptual and conceptual virtues, are then discussed and applied to the case study. Next, a similar (...) method is employed to examine the responsibilist intellectual virtues, including curiosity, courage, honesty, and humility, and to apply them to the case study. To round out the discussion, the love of knowledge and both theoretical and practical wisdom are explored and applied to the case study. The paper concludes with a brief discussion of how the notion of an epistemically virtuous clinician addresses the quality-of-care crisis, in terms of the connection between ethical and intellectual virtues, and of the notion’s implications for medical education. (shrink)

Als Vorstellung eines vom Wissen der Medizin abweichenden Behandlungsfalls können Fallberichte darauf Einfluss haben, welche Maßnahmen zukünftig als medizinisch indiziert gelten. Die öffentliche Präsentation der getroffenen Handlungen und Empfehlungen liegt in der Regel ausschließlich in der Hand ärztlicher Autor*innen – Betroffene kommen hingegen kaum zu Wort. Während in der klinischen Patientenversorgung bereits hohes Gewicht auf Patientenperspektiven und -erzählungen gelegt wird, scheinen sich diese Entwicklungen im Fallbericht als Form wissenschaftlicher Kommunikation so nicht widerzuspiegeln. Vor diesem Hintergrund wird im Folgenden aus gattungstheoretischer (...) Perspektive untersucht, welche Rolle Patientenperspektiven und -erzählungen nicht nur – wie in der bisherigen Forschung vor allem untersucht – im Bereich des Klinischen, sondern gerade auch des Kasuistischen und den damit verbundenen Fragen klinischer Indikationsreflexion und -empfehlung zukommen sollten. Dabei wird nicht zuletzt argumentiert, dass Narrationen analog zu Indikationsstellungen gerade ein Moment des Ungesicherten und Singulären betonen, das für die Textsorte des Fallberichts und daraus abgeleiteten Indikationsüberlegungen von spezifischem Wert ist. (shrink)

In this talk I present the main results from Anta (2021), namely, that the theoretical division between Boltzmannian and Gibbsian statistical mechanics should be understood as a separation in the epistemic capabilities of this physical discipline. In particular, while from the Boltzmannian framework one can generate powerful explanations of thermal processes by appealing to their microdynamics, from the Gibbsian framework one can predict observable values in a computationally effective way. Finally, I argue that this statistical mechanical schism contradicts the Hempelian (...) (1958) thesis that the predictive power of a scientific theory is directly proportional to its explanatory potential, and vice versa. (shrink)

The clinical empiricism of Thomas Sydenham (1624–1689) and his definition of especie morbosae represented a substantial turn in the medicine of his time. This turn supposed the shift towards an ontological conception of diseases, from a qualitative to quantitative interpretation. Sydenham’s clinical proposal had a great influence on empiricism philosophical thinking, particularly in John Locke and his delimitation of knowledge. The dialogue between medicine and philosophy, set out by Sydenham-Locke, reactivates the problem of the clinical and theoretical foundations of medical (...) thought, as well as the limits of scientific knowledge. Similar to problem exposed in the Hippocratic treatise On ancient medicine, seventeenth-century medicine seeks its epistemological foundations and the solution to its difficulties in clinical experience, probability and analogy. The aim of this work is to show the Sydenham’s contribution to one of the great controversies between medicine and philosophy. (shrink)

Medicalization is frequently defined as a process by which some non-medical aspects of human life become to be considered as medical problems. Overdiagnosis, on the other hand, is most often defined as diagnosing a biomedical condition that in the absence of testing would not cause symptoms or death in the person’s lifetime. Medicalization and overdiagnosis are related concepts as both expand the extension of the concept of disease. They are both often used normatively to critique unwarranted or contested expansion of (...) medicine and to address health services that are considered to be unnecessary, futile, or even harmful. However, there are important differences between the concepts, as not all cases of overdiagnosis are medicalizations and not all cases of medicalizations are overdiagnosis. The objective of this article is to clarify the differences between medicalization and overdiagnosis. It will demonstrate how the subject matter of medicalization traditionally has been non-medical (social or cultural everyday life) phenomena, while the subject matter of overdiagnosis has been biological or biomolecular conditions or processes acknowledged being potentially harmful. They also refer to different types of uncertainty: medicalization is concerned with indeterminacy, while overdiagnosis is concerned with lack of prognostic knowledge. Medicalization is dealing with sickness (sick role) while overdiagnosis with disease. Despite these differences, medicalization and overdiagnosis are becoming more alike. Medicalization is expanding, encompassing the more “technical” aspects of overdiagnosis, while overdiagnosis is becoming more ideologized. Moreover, with new trends in modern medicine, such as P4 (preventive, predictive, personal, and participatory) medicine, medicalization will become all-encompassing, while overdiagnosis more or less may dissolve. In the end they may converge in some total “iatrogenization.” In doing so, the concepts may lose their precision and critical sting. (shrink)

What role, if any, should emotions play in clinical reasoning and decision making? Traditionally, emotions have been excluded from clinical reasoning and decision making, but with recent advances in cognitive neuropsychology they are now considered an important component of them. Today, cognition is thought to be a set of complex processes relying on multiple types of intelligences. The role of mathematical logic or verbal linguistic intelligence in cognition, for example, is well documented and accepted; however, the role of emotional intelligence (...) has received less attention—especially because its nature and function are not well understood. In this paper, I argue for the inclusion of emotions in clinical reasoning and decision making. To that end, developments in contemporary cognitive neuropsychology are initially examined and analyzed, followed by a review of the medical literature discussing the role of emotions in clinical practice. Next, a published clinical case is reconstructed and used to illustrate the recognition and regulation of emotions played during a series of clinical consultations, which resulted in a positive medical outcome. The paper’s main thesis is that emotions, particularly in terms of emotional intelligence as a practical form of intelligence, afford clinical practitioners a robust cognitive resource for providing quality medical care. (shrink)

Privacy by Design, a globally accepted framework for personal data management and privacy protection, advances the view that privacy cannot be assured solely by compliance with regulatory frameworks but must become an organisation’s default mode of operation. We are proposing a similar template for the research ethics review process. The Research Ethics by Design framework involves research ethics committees engaging researchers during the design phase of the proposal so that ethical considerations may be directly embedded in the science as opposed (...) to being viewed as addendums after the fact. This collaborative research design proposal results in the establishment of a culture of ethical research rather than research with ethical oversight. Both researchers and research ethics committees come to view the review process as one in which individual protection and collective benefit co-exist in a doubly-enabling positive-sum manner. (shrink)

Abstract Havi Carel has recently argued that one can be ill and happy. An ill person can ?positively respond? to illness by cultivating ?adaptability? and ?creativity?. I propose that Carel's claim can be augmented by connecting it with virtue ethics. The positive responses which Carel describes are best understood as the cultivation of virtues, and this adds a significant moral aspect to coping with illness. I then defend this claim against two sets of objections and conclude that interpreting Carel's phenomenology (...) of illness within a virtue-ethical framework enriches our understanding of how illness can be edifying. (shrink)

After the middle of the twentieth century, symptoms gradually appeared which were collectively called the “crisis of medicine”. This crisis gave philosophy, which had been abstracted from medicine since the mid-nineteenth century, an opportunity to reflect. Medical philosophers attributed the crisis to the inflation of the scientific and technical aspects and, consequently, to the weakening of the human aspects of medicine. Therefore, reflection on the nature of medicine became one of the central issues of philosophy in medicine.In this article, I (...) will first highlight the need to study the nature of medicine, explain the various concpetions of the nature of modern medicine - based on the dichotomy- science vs. art, and show their inadequacy and inappropriatness. Finally, I will provide a model to the nature of medicine beyond the realm of science / art. In this model, medicine is a scientific practice, based on judgment, dialogue, communication and social order. This model faces teleological, epistemological, scientific, political, and professional challenges that require serious and continuous reflection on the nature of medicine. (shrink)

The introduction of the modern diagnostic and therapeutic procedures to the medical practice provided a new challenge for the medicine. The art of medicine, with its default purpose of acting for the benefit of health, is therefore required to derive from technological progress effectively and rationally. As a result, the medical ethics has been engaged with the rules of economy and management of deficit medical procedures as well as their rational and fair distribution. The above suggests, that medics, given these (...) recourses, should approach each patient with a consideration to their therapeutic rights. However, the physicians cannot just concentrate on the good of one particular patient, but must take into account joint responsibility for the good of a potential patient. This makes medical ethical dilemmas similar to the ethical issues of business. The notion of responsibility is the key for discriminating these two kinds of ethics. (shrink)

Als Vorstellung eines vom Wissen der Medizin abweichenden Behandlungsfalls können Fallberichte darauf Einfluss haben, welche Maßnahmen zukünftig als medizinisch indiziert gelten. Die öffentliche Präsentation der getroffenen Handlungen und Empfehlungen liegt in der Regel ausschließlich in der Hand ärztlicher Autor*innen – Betroffene kommen hingegen kaum zu Wort. Während in der klinischen Patientenversorgung bereits hohes Gewicht auf Patientenperspektiven und -erzählungen gelegt wird, scheinen sich diese Entwicklungen im Fallbericht als Form wissenschaftlicher Kommunikation so (noch) nicht widerzuspiegeln. Vor diesem Hintergrund wird im Folgenden aus (...) gattungstheoretischer Perspektive untersucht, welche Rolle Patientenperspektiven und -erzählungen nicht nur – wie in der bisherigen Forschung vor allem untersucht – im Bereich des Klinischen, sondern gerade auch des Kasuistischen und den damit verbundenen Fragen klinischer Indikationsreflexion und -empfehlung zukommen sollten. Dabei wird nicht zuletzt argumentiert, dass (Patienten-)Narrationen analog zu Indikationsstellungen gerade ein Moment des Ungesicherten und Singulären betonen, das für die Textsorte des Fallberichts und daraus abgeleiteten Indikationsüberlegungen von spezifischem Wert ist. (shrink)

In order to understand the lived experiences of physicians in clinical practice, we interviewed eleven expert, respected clinicians using a phenomenological interpretative methodology. We identified the essence of clinical practice as engagement. Engagement accounts for the daily routine of clinical work, as well as the necessity for the clinician to sometimes trespass common boundaries or limits. Personally engaged in the clinical situation, the clinician is able to create a space/time bubble within which the clinical encounter can unfold. Engagement provides an (...) account of clinical practice as a unitary lived experience. This stands in stark contrast to the prevailing notion, referred to as a dual discourse, that describes medicine as the addition of humanism to science. Drawing on Aristotle’s notion of phronesis and Sartre’s definition of the situation, we illustrate how this novel perspective entwines clinical practice, the person of the clinician, and the clinician’s situation. (shrink)

This article is intended to revive, through a critical reinterpretation, the bio-psychosocial model of George Engel. Engel’s first description in 1977, was very broad, encompassing too many aspects of medicine. In his later work, he focused his model as an epistemology for clinical medicine. However, what medicine mostly retained were minor aspects of the 1977 article, namely a multi-factorial approach to the etiology of diseases and a call to complement biomedicine with a psychosocial concern in order to re-humanize medicine. We (...) suggest that, properly understood as a clinical epistemology, Engel’s model retains its transformative potential for contemporary medicine.Our discussion begins with a.. (shrink)

The role and importance of empathy in clinical practice has been widely discussed. This paper focuses on the ideal of clinical empathy, as involving both cognitive understanding and affective resonance. I argue that this account is subject to a number of objections. Affective resonance may serve more as a liability than as a benefit in clinical settings, and utilizing this capacity is not clearly supported by the relevant empirical literature. Instead, I argue that the ideal account of empathy in medicine (...) remains cognitive, though there is a central role for expressing empathic concern toward patients. (shrink)

Explanatory pluralism is the view that the best form and level of explanation depends on the kind of question one seeks to answer by the explanation, and that in order to answer all questions in the best way possible, we need more than one form and level of explanation. In the first part of this article, we argue that explanatory pluralism holds for the medical sciences, at least in theory. However, in the second part of the article we show that (...) medical research and practice is actually not fully and truly explanatory pluralist yet. Although the literature demonstrates a slowly growing interest in non-reductive explanations in medicine, the dominant approach in medicine is still methodologically reductionist. This implies that non-reductive explanations often do not get the attention they deserve. We argue that the field of medicine could benefit greatly by reconsidering its reductive tendencies and becoming fully and truly explanatory pluralist. Nonetheless, trying to achieve the right balance in the search for and application of reductive and non-reductive explanations will in any case be a difficult exercise. (shrink)

This article is a reply to two critics of my “Prediction, Understanding, and Medicine,” published elsewhere in this journal issue. In that essay, I argued that medicine is best understood not as essentially a curative enterprise, but rather as one essentially oriented towards prediction and understanding. Here, I defend this position from several criticisms made of it.