{"id":"W4413051976","doi":"10.1002/prp2.70164","title":"Comparison of the Completeness of Spontaneously Reported Adverse Drug Reactions by Consumers, Healthcare Professionals, and Pharmaceutical Companies: An Evaluation of Databases From Two High‐Income Countries","year":2025,"lang":"en","type":"article","venue":"Pharmacology Research & Perspectives","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Health and Medical Research Council; University of South Australia","keywords":"Health care; Medicine; Health professionals; Descriptive statistics; Family medicine; Pharmaceutical industry; Conflict of interest; Adverse effect; Pharmaceutical care; Pharmacovigilance; Business; Pharmacology; Pharmacy; Finance","routes":{"ca_aff":false,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09076765,0.0006876267,0.002393876,0.02407764,0.0008817762,0.005156004,0.002305692,0.001100128,0.001160242],"category_scores_gemma":[0.2902689,0.0007588425,0.002950425,0.02557172,0.001505982,0.003359234,0.004725722,0.0006301377,0.0003419762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003632034,"about_ca_system_score_gemma":0.00593596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02300425,"about_ca_topic_score_gemma":0.0191517,"domain_scores_codex":[0.8005776,0.06233994,0.07496393,0.01001842,0.04973628,0.002363791],"domain_scores_gemma":[0.4723998,0.2208579,0.1881573,0.02407256,0.09029522,0.004217214],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001135426,0.00008561795,0.9615699,0.00325282,0.002148634,0.0001598665,0.003691588,0.0003703127,0.0002377703,0.0002833251,0.001583852,0.02548088],"study_design_scores_gemma":[0.0001292778,0.0003073275,0.9853507,0.001300923,0.0008303623,0.0006016102,0.003815925,0.0006297444,0.0004776261,0.00009822684,0.006379813,0.00007849759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223661,0.01796338,0.003482219,0.001152006,0.0001379608,0.001731345,0.04696108,0.0001756244,0.006030252],"genre_scores_gemma":[0.9516474,0.005302729,0.00334247,0.0004950119,0.0001111778,0.001187493,0.03753121,0.0000532587,0.0003293602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9092324,"threshold_uncertainty_score":0.480031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2882749631639677,"score_gpt":0.6110109335126671,"score_spread":0.3227359703486994,"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."}}