{"id":"W2128539658","doi":"10.3109/0142159x.2010.505971","title":"Professionalism is a generic term: Practicing what we preach","year":2010,"lang":"en","type":"letter","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Compliance (psychology); Identification (biology); De facto; Professional association; Medical education; Public relations; Engineering ethics; Political science; Sociology; Medicine; Psychology; Law; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001692219,0.0005401287,0.0008235112,0.0004015292,0.0001838682,0.0001110111,0.0005541828,0.006591768,0.04301471],"category_scores_gemma":[0.005265188,0.0004044676,0.0002230239,0.0005860807,0.0004838526,0.0003362412,0.0001967655,0.02371341,0.0007540773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207176,"about_ca_system_score_gemma":0.001854619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000352018,"about_ca_topic_score_gemma":0.000001257802,"domain_scores_codex":[0.9935255,0.0002863277,0.0009569508,0.0008831265,0.003574361,0.0007737209],"domain_scores_gemma":[0.9975737,0.0001239352,0.0004644511,0.001212229,0.0003824172,0.000243242],"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":[0.00001399888,0.0003063098,0.0007414371,0.0005470481,0.0001312844,0.0004750119,0.001467342,4.075449e-9,0.00003546687,0.000009231794,0.8791806,0.1170923],"study_design_scores_gemma":[0.0008129536,0.00006921581,0.0002530157,0.002969372,0.0003100777,0.0006761978,0.000316528,0.000549859,0.00003060915,0.0001830702,0.9934314,0.0003976886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01824175,0.001396056,0.0001335509,0.9682075,0.006885154,0.0009036663,0.00000205271,0.0002011295,0.004029186],"genre_scores_gemma":[0.0007774775,0.0004945759,0.001671251,0.8676337,0.02381705,0.0003805604,0.001122738,0.0001719803,0.1039307],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1166946,"threshold_uncertainty_score":0.9998407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06625576280614766,"score_gpt":0.4004323872182342,"score_spread":0.3341766244120865,"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."}}