{"id":"W2883170565","doi":"10.1192/bjo.2018.33","title":"Second-generation antipsychotics and metabolic side-effects: Canadian population-based study","year":2018,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Metabolic syndrome; Medicine; Odds ratio; Body mass index; Abdominal obesity; Obesity; National Cholesterol Education Program; Population; Waist; Cross-sectional study; Diabetes mellitus; Demography; Gerontology; Environmental health; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002445883,0.000130409,0.0002329978,0.0001824942,0.0002251002,0.0001539808,0.0001210754,0.00004813603,0.0003794745],"category_scores_gemma":[0.00007529051,0.0001056001,0.00002652141,0.0002185224,0.00002546413,0.0001097424,0.0000266195,0.00008395719,0.0001077284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007221441,"about_ca_system_score_gemma":0.000408048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04925595,"about_ca_topic_score_gemma":0.6339672,"domain_scores_codex":[0.9989671,0.00009448709,0.0001626576,0.0003135604,0.0001998264,0.0002624423],"domain_scores_gemma":[0.9989997,0.00004001383,0.00003475002,0.0003770993,0.0001103145,0.0004381675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001841464,0.0006774715,0.9297679,0.00002525187,0.0002913393,0.00009548283,0.0002169649,0.000001138034,0.0005053349,0.000863746,0.003628191,0.06208568],"study_design_scores_gemma":[0.005722825,0.00107107,0.9878784,0.00002005947,0.00008176973,0.00000878623,0.00003973619,0.0003634205,0.0008105268,0.0001490191,0.003748656,0.0001056611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991993,0.000201926,0.00001976233,0.00132826,0.0002151252,0.003358019,0.00001809504,0.00001847033,0.00284731],"genre_scores_gemma":[0.9955481,0.000006482879,0.002478691,0.0008179368,0.0003123576,0.0001485389,0.0001122806,0.00002060046,0.0005550387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5847113,"threshold_uncertainty_score":0.9570751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04878195489943728,"score_gpt":0.366151885674151,"score_spread":0.3173699307747137,"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."}}