{"id":"W2954663703","doi":"10.1111/acps.13066","title":"Antipsychotic use and risk of life‐threatening medical events: umbrella review of observational studies","year":2019,"lang":"en","type":"review","venue":"Acta Psychiatrica Scandinavica","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; McMaster University; Impact","funders":"","keywords":"Medicine; Observational study; Odds ratio; Myocardial infarction; Confidence interval; Internal medicine; Stroke (engine)","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"],"consensus_categories":[],"category_scores_codex":[0.0009367916,0.0005711267,0.004350352,0.0004306055,0.00008212953,0.0000110498,0.000332201,0.0003456634,0.0002244224],"category_scores_gemma":[0.003267668,0.000372424,0.0008948888,0.001068894,0.000220123,0.000107422,0.0001817922,0.000719408,0.00002640491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133733,"about_ca_system_score_gemma":0.001828361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006128412,"about_ca_topic_score_gemma":0.00001011263,"domain_scores_codex":[0.9952604,0.0004605502,0.001687695,0.0007059196,0.001465302,0.0004200879],"domain_scores_gemma":[0.9949692,0.001779349,0.001382044,0.0008889319,0.0004453269,0.0005350729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001309094,0.0008857271,0.08112554,0.5050787,0.009077294,0.00003397863,0.00002709602,2.718246e-8,8.788567e-8,0.0003066811,0.01772907,0.3844267],"study_design_scores_gemma":[0.006234721,0.001694206,0.0304062,0.5641131,0.02348316,0.0003701334,0.00002294987,0.000007325133,2.403992e-7,0.0002251198,0.3728076,0.0006352165],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001527132,0.9949384,0.000002698351,0.0008923722,0.0003311677,0.00197128,0.0002348143,0.00002288162,0.00007928874],"genre_scores_gemma":[0.0003986796,0.9966843,0.001984246,0.0001283138,0.000198295,0.00009270078,0.0002708113,0.00006635294,0.0001762613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3837914,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.239046810229458,"score_gpt":0.4491877758749001,"score_spread":0.2101409656454421,"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."}}