{"id":"W4403166213","doi":"10.1891/ehpp-2023-0014","title":"Pharmacovigilance: An Ethical Issue for Clinical Psychology, Psychiatry, and Pharmacy?","year":2024,"lang":"en","type":"article","venue":"Ethical Human Psychology and Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Pharmacy; Psychiatry; Pharmacovigilance; Psychotherapist; Medicine; Family medicine; Drug","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002213271,0.0005420368,0.0008366304,0.0002670421,0.0004655018,0.00008570704,0.0002670262,0.002687277,0.0007728028],"category_scores_gemma":[0.00009525981,0.0004496273,0.000313133,0.0002210145,0.001328482,0.0001318627,0.00008077289,0.006355162,0.0001262499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000147718,"about_ca_system_score_gemma":0.0001863482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006797089,"about_ca_topic_score_gemma":0.00002189639,"domain_scores_codex":[0.9954805,0.0006409648,0.001012754,0.001869116,0.0003231295,0.0006735612],"domain_scores_gemma":[0.9976951,0.0005369334,0.000128279,0.0007429679,0.00008636736,0.0008103197],"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":[0.004230247,0.002101145,0.1979378,0.001092352,0.0006872001,0.00009057896,0.0002929372,1.169846e-7,0.001556396,0.03915515,0.6924232,0.06043283],"study_design_scores_gemma":[0.01666762,0.004947658,0.1888595,0.0006437643,0.001024212,0.001337609,0.00004944336,0.000180758,0.00002863794,0.08503261,0.7005219,0.0007063039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.415018,0.04108486,0.001005167,0.517319,0.0161268,0.001560917,0.00009923229,0.0008319251,0.006954137],"genre_scores_gemma":[0.7350276,0.009932416,0.02158963,0.2210909,0.01012856,0.0002972106,0.0002605407,0.0002155468,0.001457578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3200096,"threshold_uncertainty_score":0.9997956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131731788074376,"score_gpt":0.5676482996930526,"score_spread":0.4359165116186766,"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."}}