{"id":"W55652909","doi":"10.1001/virtualmentor.2003.5.7.medu1-0307","title":"Commercial Support for Continuing Medical Education","year":2003,"lang":"en","type":"article","venue":"The AMA Journal of Ethic","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Accreditation; Continuing medical education; Continuing education; Medical education; Continuing professional development; Political science; Medicine; Public relations; Professional development","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":[0.0315105,0.0003873972,0.000312676,0.001604042,0.003520666,0.008583951,0.001902656,0.007820427,0.1077939],"category_scores_gemma":[0.160286,0.0002948446,0.0004434344,0.001100966,0.001960076,0.004724771,0.007022797,0.007159764,0.02744757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003392467,"about_ca_system_score_gemma":0.01734412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682975,"about_ca_topic_score_gemma":0.00365483,"domain_scores_codex":[0.9692085,0.01397409,0.001485482,0.001258155,0.01098848,0.003085249],"domain_scores_gemma":[0.7649516,0.0633918,0.01416766,0.01376153,0.06372464,0.08000271],"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":[0.00002946889,0.00009847922,0.001091764,0.0001415335,0.000007569947,0.000240515,0.0004999108,0.00002827263,0.0002998414,0.01614672,0.8303966,0.1510193],"study_design_scores_gemma":[0.00002494846,0.00007604682,0.001974156,0.000232461,0.000004048582,0.0005691043,0.0004582142,0.0001343598,0.0001388019,0.002764492,0.9936081,0.00001511598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004201867,0.007230095,0.002914052,0.7985681,0.01749615,0.0002165332,0.0001594653,0.0005256483,0.1686881],"genre_scores_gemma":[0.1961673,0.01029822,0.01176243,0.2831699,0.03060284,0.0007843718,0.001025095,0.0006154688,0.4655743],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1077939,"threshold_uncertainty_score":0.3606067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4828401476599732,"score_gpt":0.6167136760193004,"score_spread":0.1338735283593271,"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."}}