{"id":"W2166160491","doi":"10.1503/cmaj.111410","title":"Canada’s own “Dr. Safety”","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vigilance (psychology); Chemical safety; Drug reaction; Library science; Medicine; Computer science; Drug; Psychology; Pharmacology; Risk analysis (engineering)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001874509,0.0005824652,0.0004550835,0.001594831,0.004498271,0.003613562,0.001190488,0.003465565,0.2474607],"category_scores_gemma":[0.01038077,0.0005056351,0.0004811846,0.00213923,0.001438758,0.001336589,0.001232185,0.004214911,0.078537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01285795,"about_ca_system_score_gemma":0.04282865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6591492,"about_ca_topic_score_gemma":0.8484645,"domain_scores_codex":[0.9965773,0.0002115617,0.0001053756,0.0002706904,0.002332323,0.0005027804],"domain_scores_gemma":[0.982854,0.00100911,0.0004035715,0.0005280706,0.01196285,0.003242422],"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":[0.000004523754,0.000002339572,0.000102504,0.0000249806,9.115191e-7,0.00002304965,0.00002041311,0.000005412346,0.00002871496,0.0003849554,0.9867913,0.01261098],"study_design_scores_gemma":[0.000002321434,0.000002852982,0.000401484,0.00004454374,0.000002376667,0.00006708383,0.0000378031,0.000009956528,0.00003313435,0.00008586563,0.9993082,0.000004383941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008083667,0.02091135,0.001033034,0.2835937,0.02583198,0.0001237156,0.004712662,0.001263227,0.661722],"genre_scores_gemma":[0.007828946,0.009727512,0.0009238342,0.06714826,0.00273236,0.00003736951,0.002063302,0.000328642,0.9092098],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3408508,"threshold_uncertainty_score":0.8278387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2669027337417212,"score_gpt":0.4612330180427592,"score_spread":0.194330284301038,"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."}}