{"id":"W2154161933","doi":"10.7196/sajbl.55","title":"The future of medical professionalism","year":2009,"lang":"en","type":"article","venue":"South African Journal of Bioethics and Law","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Commercialism; Consumerism; Order (exchange); Public relations; Medical profession; Political science; Engineering ethics; Sociology; Business; Environmental ethics; Psychology; Law; Medicine; Engineering; Medical education","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":[0.01758775,0.0002663831,0.0004102507,0.00166933,0.008151536,0.01099476,0.0006884407,0.005699016,0.007256675],"category_scores_gemma":[0.02089425,0.0002647109,0.0004652521,0.000950183,0.03079317,0.01259719,0.006038185,0.008061621,0.001559375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00840795,"about_ca_system_score_gemma":0.015414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677245,"about_ca_topic_score_gemma":0.002586091,"domain_scores_codex":[0.9843242,0.008937484,0.0003649167,0.0008288227,0.003270538,0.002274022],"domain_scores_gemma":[0.9844641,0.006647062,0.001129502,0.0009559321,0.002644491,0.004158911],"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":[0.00002184944,0.00002012013,0.000482924,0.00007551329,0.000003951383,0.00008780647,0.004375318,0.0001080268,0.00009758428,0.9560043,0.01459743,0.02412525],"study_design_scores_gemma":[0.00001287337,0.00004364043,0.00123215,0.0006024562,0.000004218598,0.0002793615,0.005401892,0.0002872322,0.00009900414,0.691229,0.3007864,0.00002178835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01400395,0.0398786,0.002872064,0.6914679,0.0026356,0.00001862468,0.00003332755,0.00002685161,0.249063],"genre_scores_gemma":[0.9046902,0.02667351,0.002735605,0.03389871,0.005255325,0.00007582469,0.00003296388,0.00003117691,0.0266067],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01758775,"threshold_uncertainty_score":0.093014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402688681043177,"score_gpt":0.4559116773366961,"score_spread":0.3156428092323784,"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."}}