{"id":"W2169281397","doi":"10.47102/annals-acadmedsg.gallie","title":"The Challenge of Teaching Professionalism","year":2004,"lang":"en","type":"article","venue":"Annals of the Academy of Medicine Singapore","topic":"Innovations in Medical Education","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Obligation; Medical profession; Quarter (Canadian coin); Theme (computing); Accountability; Happening; Health professionals; Medical education; Health care; Public relations; Nursing; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02159674,0.0005407489,0.000617879,0.001658688,0.01124027,0.02021788,0.001862944,0.007676626,0.00446414],"category_scores_gemma":[0.02696024,0.0003694501,0.0005936963,0.000995065,0.08806224,0.01610059,0.009130179,0.01924417,0.001653443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0133169,"about_ca_system_score_gemma":0.01153039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003781764,"about_ca_topic_score_gemma":0.002871326,"domain_scores_codex":[0.9715415,0.02082851,0.0004186196,0.00110306,0.004522173,0.001586181],"domain_scores_gemma":[0.9713112,0.01917724,0.001524722,0.001821527,0.002430706,0.003734666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001240649,0.00004010386,0.0002011498,0.0001315685,0.000005088811,0.00009430696,0.03953679,0.0001626707,0.0001565212,0.8958462,0.03899574,0.02481738],"study_design_scores_gemma":[0.00002006739,0.00004278089,0.0001841529,0.0002631973,0.000002998498,0.0002083459,0.01732997,0.0004324495,0.0001977359,0.7107233,0.2705771,0.00001784659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009994362,0.01212032,0.0153799,0.8149977,0.00573049,0.00003179922,0.00001731548,0.0001516071,0.1415767],"genre_scores_gemma":[0.8367954,0.01392967,0.01600091,0.08918386,0.01132974,0.0002097093,0.00002637044,0.0003507033,0.03217364],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02159674,"threshold_uncertainty_score":0.1142158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309587906791056,"score_gpt":0.4526370364720712,"score_spread":0.3216782457929656,"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."}}