{"id":"W4255389663","doi":"10.21203/rs.3.rs-11289/v3","title":"Using practical wisdom to facilitate ethical decision-making: a major empirical study of phronesis in the decision narratives of doctors.","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"Arts and Humanities Research Council; University of Cumbria","keywords":"Phronesis; Narrative; Ethical decision; Engineering ethics; Narrative review; Practical wisdom; Medical decision making; Empirical research; Management science; Psychology; Epistemology; Sociology; Medicine; Engineering; Philosophy; Psychotherapist; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02018267,0.000393944,0.0004650118,0.002307058,0.007134597,0.004808452,0.001154676,0.001644894,0.0020156],"category_scores_gemma":[0.077856,0.0007152362,0.0002725096,0.001832013,0.01535877,0.006135658,0.007171309,0.003951458,0.000248139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005020664,"about_ca_system_score_gemma":0.005096425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005582514,"about_ca_topic_score_gemma":0.01210557,"domain_scores_codex":[0.9827801,0.01321767,0.0007014557,0.000924397,0.001405335,0.000971165],"domain_scores_gemma":[0.8274035,0.1502393,0.01225169,0.002395949,0.003470998,0.004238507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000155289,0.00001467848,0.004018179,0.00006627229,0.000001796184,0.0003009029,0.9922707,0.00001275603,0.0001470623,0.001046117,0.0001859308,0.001920031],"study_design_scores_gemma":[0.000006081133,0.00003942245,0.004927638,0.0001566518,0.000003517446,0.0003645158,0.9868759,0.0000874,0.0002438082,0.0005111625,0.006766617,0.00001731409],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920864,0.0006580703,0.001148973,0.002035661,0.00004861053,0.00008491349,0.00005176854,0.000004385713,0.003881229],"genre_scores_gemma":[0.9978846,0.000379242,0.0006085393,0.0003212568,0.00001906687,0.00004655549,0.00002407899,0.000006542422,0.0007102163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02018267,"threshold_uncertainty_score":0.1067374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6711045390196634,"score_gpt":0.6989529653396113,"score_spread":0.02784842631994788,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}