{"id":"W2592001782","doi":"10.1503/cmaj.109-5372","title":"Two years on, major drug safety reforms stalled","year":2017,"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":"Tragedy (event); Government (linguistics); Daughter; Adverse effect; Drug; Medicine; Computer science; Computer security; Political science; Pharmacology; Psychiatry; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007479964,0.0006876637,0.0007187829,0.0009010423,0.006272158,0.007843623,0.001188971,0.009813722,0.02776532],"category_scores_gemma":[0.02944053,0.0007244715,0.001172712,0.0007473799,0.00335377,0.003664842,0.00331182,0.01741958,0.008782026],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01244385,"about_ca_system_score_gemma":0.02118891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06564333,"about_ca_topic_score_gemma":0.1161897,"domain_scores_codex":[0.9926702,0.0008120877,0.0003138686,0.0006938726,0.003582665,0.001927398],"domain_scores_gemma":[0.9853191,0.00232506,0.0009058609,0.0006635749,0.006200864,0.004585437],"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":[0.0002318359,0.0001236433,0.001782371,0.0001239687,0.00005985469,0.0003341255,0.0005037226,0.0001164676,0.001015629,0.03566455,0.907011,0.05303286],"study_design_scores_gemma":[0.00004221729,0.0001153472,0.003327761,0.0001180365,0.00001931267,0.0001060223,0.0003247433,0.00008410576,0.0007519696,0.002661647,0.9924118,0.0000370603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0132428,0.01058989,0.003464376,0.8566045,0.03432963,0.0001757427,0.001364491,0.0006935367,0.07953511],"genre_scores_gemma":[0.09732717,0.006415199,0.00322289,0.605028,0.006087176,0.000137651,0.00105163,0.0003483804,0.280382],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9875562,"threshold_uncertainty_score":0.1305225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677785272463853,"score_gpt":0.4989981577179599,"score_spread":0.3312196304715747,"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."}}