{"id":"W4250962487","doi":"10.21203/rs.3.rs-956632/v1","title":"Virtue and Care Ethics &amp;amp; Humanism in Medical Education: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Arnold P. Gold Foundation","keywords":"Virtue; Humanism; Virtue ethics; Health care; Medical ethics; Engineering ethics; Nursing ethics; Curriculum; Epistemic virtue; Sociology; Medicine; Pedagogy; Epistemology; Law; Political science; Philosophy","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":[0.01191795,0.0009980187,0.002507651,0.02137274,0.001450062,0.004910758,0.001231641,0.002747116,0.00518735],"category_scores_gemma":[0.05756391,0.0008309009,0.002288691,0.02329432,0.001710987,0.004103219,0.002557089,0.001854967,0.0007642745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00392371,"about_ca_system_score_gemma":0.02108731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006265213,"about_ca_topic_score_gemma":0.01522387,"domain_scores_codex":[0.9915367,0.003624611,0.002380209,0.0004002525,0.001808363,0.0002498377],"domain_scores_gemma":[0.9391627,0.05003445,0.004256737,0.0007476208,0.005323376,0.0004752004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000602518,0.00003961249,0.000863663,0.6175981,0.0009469728,0.0002155922,0.001532997,0.0001718589,0.0002383132,0.007002705,0.01571503,0.3556149],"study_design_scores_gemma":[0.00001494712,0.00003187025,0.001342518,0.9046167,0.001411739,0.0002529322,0.0009355957,0.00006041737,0.0001112506,0.001348229,0.08985689,0.00001700612],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003711852,0.996299,0.0002399309,0.0009172406,0.0002904605,0.0001384503,0.00005688955,0.000006615734,0.001680256],"genre_scores_gemma":[0.004249384,0.9937347,0.000758849,0.0005415069,0.0001214502,0.0002448274,0.00006528303,0.000003910909,0.0002800735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02137274,"threshold_uncertainty_score":0.06302887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6056091548700284,"score_gpt":0.7305740678140437,"score_spread":0.1249649129440152,"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."}}