{"id":"W2053066879","doi":"10.1046/j.1365-2923.2003.01479_1.x","title":"Teaching about professionalism","year":2003,"lang":"en","type":"letter","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Subject (documents); Selection (genetic algorithm); Rest (music); Medical education; Professional development; Sociology; Psychology; Engineering ethics; Pedagogy; Medicine; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01100683,0.0004908099,0.0006243658,0.0009851065,0.007245104,0.009552449,0.001364504,0.006340409,0.01261109],"category_scores_gemma":[0.02106412,0.0003974885,0.0007206489,0.0006073363,0.03332162,0.008464839,0.00749455,0.01749403,0.00615108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007494915,"about_ca_system_score_gemma":0.01060552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660391,"about_ca_topic_score_gemma":0.002585368,"domain_scores_codex":[0.986219,0.00703179,0.000479253,0.001159676,0.004128234,0.0009821051],"domain_scores_gemma":[0.9747159,0.01292452,0.002139519,0.001986256,0.002619492,0.005614322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002126312,0.0001239005,0.0008765963,0.0005547415,0.00002056585,0.0002620932,0.0527787,0.0001356056,0.0005817091,0.405291,0.4465377,0.09281609],"study_design_scores_gemma":[0.000007225579,0.00004841811,0.000381877,0.0006294914,0.000003240874,0.0005053563,0.005477151,0.0000885237,0.0001867492,0.1248902,0.8677683,0.00001341543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004181097,0.02578792,0.009946886,0.7279429,0.02539957,0.00006159551,0.00003165574,0.0002003821,0.2064479],"genre_scores_gemma":[0.2219993,0.03139371,0.009411196,0.5532991,0.0345831,0.0002153419,0.0000638842,0.0004150302,0.1486193],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01261109,"threshold_uncertainty_score":0.05821037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181424171795363,"score_gpt":0.3939786651094453,"score_spread":0.3758362479299091,"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."}}