{"id":"W2788998495","doi":"10.2196/publichealth.9282","title":"Why Clinicians Don’t Report Adverse Drug Events: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia; Simon Fraser University; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; Health Canada; Michael Smith Health Research BC","keywords":"Adverse effect; Medicine; Drug; Postmarketing surveillance; Intensive care medicine; Pharmacovigilance; Unintended consequences; Medical emergency; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04515659,0.0007419081,0.001273855,0.002381935,0.01313823,0.0065755,0.003176104,0.003360149,0.002861543],"category_scores_gemma":[0.1056952,0.001336859,0.0005957116,0.002775358,0.01398383,0.00899949,0.008686187,0.004889494,0.0004820854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01339122,"about_ca_system_score_gemma":0.01696526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01831469,"about_ca_topic_score_gemma":0.02021755,"domain_scores_codex":[0.9468395,0.03971999,0.002168021,0.002822399,0.004174939,0.004275137],"domain_scores_gemma":[0.8442753,0.1190899,0.009838698,0.002649658,0.01585291,0.008293521],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000208751,0.00003462053,0.003091368,0.0002246741,0.000004832999,0.0004557965,0.9924974,0.00002420721,0.0002293433,0.0006015926,0.0006845687,0.002130724],"study_design_scores_gemma":[0.000006251088,0.00002422661,0.0005245688,0.000235578,0.000002563267,0.0001331656,0.9942988,0.00007180923,0.0001013014,0.0002627251,0.004327274,0.0000115895],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694686,0.001762223,0.00713242,0.0147088,0.0002507332,0.0006696321,0.0003221997,0.00005236023,0.005633006],"genre_scores_gemma":[0.9903984,0.001148516,0.002239093,0.00413513,0.00004263754,0.0006812571,0.00009676992,0.00005711936,0.001201064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9548434,"threshold_uncertainty_score":0.2388137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636646958909291,"score_gpt":0.528023373214813,"score_spread":0.3643586773238838,"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."}}