{"id":"W1990102154","doi":"10.1001/archinternmed.2011.175","title":"Continuing Medical Education","year":2011,"lang":"en","type":"letter","venue":"Archives of Internal Medicine","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Sign (mathematics); Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00247063,0.0009044446,0.000789137,0.001801397,0.001859394,0.003583909,0.001881971,0.005042262,0.6733242],"category_scores_gemma":[0.01322099,0.0003437531,0.0007001584,0.001287194,0.0006168628,0.002271531,0.003307708,0.004400059,0.4500243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667759,"about_ca_system_score_gemma":0.00461059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001906663,"about_ca_topic_score_gemma":0.006553248,"domain_scores_codex":[0.9978182,0.0004221042,0.000148803,0.0002268546,0.001067026,0.0003170334],"domain_scores_gemma":[0.9924232,0.001177038,0.0003102063,0.0005557144,0.002179869,0.003353885],"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":[0.00001110962,0.00007481761,0.0001111105,0.00005645553,0.000001438677,0.00007624176,0.00002819135,0.00001138955,0.00005567035,0.0006712911,0.9151492,0.08375318],"study_design_scores_gemma":[0.00001891134,0.00002696658,0.0004224493,0.000141248,0.000001128694,0.0001926168,0.00004622623,0.00003614455,0.00002340135,0.0008307433,0.9982554,0.000004761823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001056867,0.006137142,0.001854537,0.06717112,0.01421642,0.0004762519,0.002149534,0.001386181,0.905552],"genre_scores_gemma":[0.003958999,0.006385364,0.003799457,0.03203912,0.005942917,0.0006007652,0.002391038,0.000253681,0.9446286],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6733242,"threshold_uncertainty_score":0.4659633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2885723279198296,"score_gpt":0.5402547493093889,"score_spread":0.2516824213895593,"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."}}