{"id":"W4380082747","doi":"10.1016/j.schres.2023.05.004","title":"Adverse drug reactions and their fatal outcomes in clozapine patients in VigiBase: Comparing the top four reporting countries (US, UK, Canada and Australia)","year":2023,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clozapine; Pharmacovigilance; Medicine; Population; Medical prescription; Adverse effect; Psychiatry; Pediatrics; Schizophrenia (object-oriented programming); Drug; Internal medicine; Pharmacology; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.002516797,0.0002775399,0.000772392,0.003410243,0.0002287336,0.001036193,0.0003249962,0.0002758008,0.0007901019],"category_scores_gemma":[0.008647431,0.0001967872,0.001702047,0.004632431,0.0002340068,0.0005367011,0.0006891286,0.0003968528,0.00009375189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119659,"about_ca_system_score_gemma":0.001584535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05340293,"about_ca_topic_score_gemma":0.07574539,"domain_scores_codex":[0.9974063,0.0006636707,0.0007725537,0.0003354217,0.0006374241,0.0001845091],"domain_scores_gemma":[0.9911242,0.001913986,0.005301109,0.000156217,0.001234959,0.0002696233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005999199,0.00001098578,0.9752839,0.002229803,0.002103935,0.0002369507,0.000387298,0.0001179345,0.0001263256,0.00008022503,0.001006034,0.01781672],"study_design_scores_gemma":[0.00004249193,0.0001079119,0.9926326,0.00129784,0.001995126,0.0006179819,0.0008582026,0.0002045973,0.00009437995,0.00004018706,0.002093107,0.00001551345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8406237,0.1487596,0.0002548559,0.0006019135,0.00006703007,0.00007219863,0.007201294,0.00002356965,0.00239581],"genre_scores_gemma":[0.9648005,0.03166642,0.0001875378,0.000174308,0.00005458108,0.0000300067,0.002923189,0.000008128211,0.0001551836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.946597,"threshold_uncertainty_score":0.1061842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08513389344175591,"score_gpt":0.3663063818977834,"score_spread":0.2811724884560274,"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."}}