{"id":"W2964635562","doi":"10.1177/2042098619865413","title":"Postmarket surveillance: a review on key aspects and measures on the effective functioning in the context of the United Kingdom and Canada","year":2019,"lang":"en","type":"review","venue":"Therapeutic Advances in Drug Safety","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; British Medical Association; Biocon","keywords":"Postmarketing surveillance; Medicine; Context (archaeology); Pharmacovigilance; Population; Medical prescription; Adverse effect; Business; Family medicine; Environmental health; Pharmacology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00584772,0.001005348,0.001832932,0.007979588,0.00126125,0.003875998,0.002071153,0.001651496,0.004610233],"category_scores_gemma":[0.01437257,0.0004837107,0.001292548,0.01036031,0.002053624,0.002440923,0.001086508,0.001740092,0.0006767598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01527894,"about_ca_system_score_gemma":0.04270691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.351036,"about_ca_topic_score_gemma":0.4471035,"domain_scores_codex":[0.9957152,0.0008283497,0.0008450358,0.0003036506,0.001982637,0.0003251357],"domain_scores_gemma":[0.9824202,0.007983965,0.002328135,0.0002353233,0.006355527,0.0006768776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001764554,0.00006822374,0.001871295,0.08098918,0.0002012942,0.0003530665,0.0008123088,0.0003182027,0.0003301582,0.007751297,0.03727513,0.8698533],"study_design_scores_gemma":[0.00002013738,0.0001198328,0.009994025,0.07892171,0.0004942226,0.0008109668,0.0005856997,0.0001369871,0.0004130022,0.0007588056,0.9076672,0.00007749278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001765618,0.9972783,0.00008736798,0.000571638,0.0001154803,0.00002030372,0.00005418814,0.000004619787,0.001691611],"genre_scores_gemma":[0.001916981,0.9970486,0.00028836,0.000327431,0.00007521323,0.0000133594,0.00004972206,0.000003131551,0.0002773287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.648964,"threshold_uncertainty_score":0.6979854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07323397650846275,"score_gpt":0.3813908891734575,"score_spread":0.3081569126649948,"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."}}