{"id":"W3109243927","doi":"10.5603/cj.a2020.0168","title":"The plague of unexpected drug recalls and the pandemic of falsified medications in cardiovascular medicine as a threat to patient safety and global public health: A brief review","year":2020,"lang":"en","type":"article","venue":"Cardiology Journal","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Pandemic; Public health; Counterfeit; Directive; Legislation; Pharmacovigilance; Patient safety; Agency (philosophy); Food and drug administration","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004739573,0.0001105202,0.001088582,0.00003050771,0.0001406213,0.000005134952,0.0001348013,0.00005818013,0.000007895572],"category_scores_gemma":[0.003374704,0.00005669786,0.0001697249,0.0003395963,0.0007250527,0.00002928154,0.00008744661,0.0004683743,5.447941e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006733765,"about_ca_system_score_gemma":0.0002558891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008415745,"about_ca_topic_score_gemma":0.00001544623,"domain_scores_codex":[0.996916,0.001451009,0.0008828169,0.000178387,0.0003371442,0.0002346598],"domain_scores_gemma":[0.9982315,0.0007444609,0.0002422156,0.0002135821,0.0002058271,0.0003623607],"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":[0.007871997,0.0001335985,0.1111584,0.00400886,0.01040163,0.000284992,0.04033221,0.00008803361,0.0007786403,0.02218007,0.01374725,0.7890143],"study_design_scores_gemma":[0.05695862,0.004471351,0.3903375,0.02001463,0.005531136,0.02915798,0.03639124,0.0008125547,0.00009881559,0.008077348,0.4472683,0.0008805183],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2015528,0.4553757,0.00125926,0.3398634,0.0001071532,0.0008557629,0.00001813352,0.00001132184,0.0009564622],"genre_scores_gemma":[0.848393,0.1381679,0.00002134265,0.01326344,0.0001314275,0.00001255544,0.000003754197,0.000004472406,0.000002100924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7881338,"threshold_uncertainty_score":0.404008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08917849257672836,"score_gpt":0.3719765131906679,"score_spread":0.2827980206139395,"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."}}