{"id":"W4413521467","doi":"10.64628/aam.x7gda9pgw","title":"Health Canada should be transparent about how it’s monitoring drug safety","year":2023,"lang":"en","type":"article","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Drug; Business; Risk analysis (engineering); Medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1150496,0.0009068884,0.00202078,0.00375488,0.009300764,0.01274507,0.009260047,0.02680973,0.006308844],"category_scores_gemma":[0.342223,0.001956563,0.003447814,0.003017066,0.009796121,0.009576461,0.005932877,0.03795984,0.001536766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04928229,"about_ca_system_score_gemma":0.3646944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8676175,"about_ca_topic_score_gemma":0.880924,"domain_scores_codex":[0.8252053,0.06147752,0.01292791,0.00492168,0.07536171,0.02010597],"domain_scores_gemma":[0.4327489,0.1513277,0.02498603,0.0224107,0.289494,0.07903259],"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":[0.000137535,0.0002384819,0.01832488,0.0004528459,0.0003565986,0.000284732,0.001771123,0.0008735945,0.0005670153,0.02869321,0.8889352,0.05936475],"study_design_scores_gemma":[0.0002777775,0.0001514184,0.03651524,0.002272341,0.0003872853,0.0002700046,0.002467913,0.002256703,0.001746044,0.02885369,0.9242511,0.0005505736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00306136,0.001908975,0.004640759,0.9602973,0.007202287,0.000254512,0.0005231011,0.0003749921,0.0217367],"genre_scores_gemma":[0.07431763,0.002106756,0.01710743,0.884876,0.002912234,0.0003358047,0.0006552295,0.0002740622,0.01741497],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1323825,"threshold_uncertainty_score":0.6084478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056690887787766,"score_gpt":0.3413147822702989,"score_spread":0.2356456934915224,"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."}}