{"id":"W2169528903","doi":"10.1046/j.1365-2753.2003.00396.x","title":"Professionalism in medicine","year":2003,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Charter; Medical practice; Health care; Medical care; Public health; Medical profession; Medicine; Medical education; Public relations; Engineering ethics; Political science; Nursing; Law","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":[0.02939809,0.0003966466,0.0007832645,0.001916377,0.01235248,0.01239946,0.001024946,0.007241674,0.003961094],"category_scores_gemma":[0.03047424,0.0003465731,0.0005428769,0.00130763,0.07710331,0.00782294,0.009464692,0.01045097,0.00119329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01432033,"about_ca_system_score_gemma":0.0240982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022283,"about_ca_topic_score_gemma":0.007976912,"domain_scores_codex":[0.9562063,0.02622431,0.001573652,0.002535189,0.01032436,0.003136096],"domain_scores_gemma":[0.9714373,0.01558357,0.002035181,0.002130605,0.003773853,0.005039553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001091859,0.0000255981,0.0005544565,0.0001048306,0.0000061789,0.00006025123,0.01650896,0.000104073,0.00008995963,0.9299584,0.02931562,0.02326071],"study_design_scores_gemma":[0.00001782413,0.00004936621,0.0009358646,0.0005026293,0.000004636666,0.0002435818,0.005224918,0.0001511574,0.00008810859,0.5918244,0.4009344,0.0000230774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009468587,0.04155957,0.01258281,0.5632275,0.005340047,0.0001044212,0.00003642985,0.00007099047,0.3676096],"genre_scores_gemma":[0.7611109,0.02551869,0.01323819,0.137995,0.008469608,0.0003070276,0.00005099014,0.0001113422,0.05319827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02939809,"threshold_uncertainty_score":0.1554738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2981017402988063,"score_gpt":0.6445239163688034,"score_spread":0.3464221760699971,"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."}}