{"id":"W2041632139","doi":"10.1089/met.2004.2.290","title":"The Metabolic Syndrome During Atypical Antipsychotic Drug Treatment: Mechanisms and Management","year":2004,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Medicine; Insulin resistance; Quetiapine; Aripiprazole; Metabolic syndrome; Antipsychotic; Olanzapine; Weight gain; Clozapine; Internal medicine; Bipolar disorder; Appetite; Atypical antipsychotic; Endocrinology; Schizophrenia (object-oriented programming); Diabetes mellitus; Insulin; Psychiatry; Mood","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":[0.0002051327,0.000414247,0.0006507823,0.0002881234,0.0006816639,0.00009169546,0.0001260566,0.0001333704,0.00005615932],"category_scores_gemma":[0.00001486644,0.000247987,0.0001972577,0.0005219996,0.0002914154,0.0001211239,0.0000934925,0.0002647263,0.0001155868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005269278,"about_ca_system_score_gemma":0.00005895954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001253346,"about_ca_topic_score_gemma":0.00008042256,"domain_scores_codex":[0.9977713,0.00009242347,0.000386025,0.0006168859,0.0004199297,0.0007134941],"domain_scores_gemma":[0.998894,0.00005436056,0.00007526417,0.0005037216,0.00002283884,0.0004497684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01497157,0.006555969,0.01746478,0.0007836514,0.03391137,0.01765199,0.003885583,0.0001858531,0.000936139,0.4719455,0.00009387761,0.4316137],"study_design_scores_gemma":[0.02943733,0.0007741051,0.9040727,0.0002000109,0.002099981,0.01125072,0.0006764967,0.00004454588,0.0003040743,0.04551241,0.005136546,0.0004910658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300773,0.06381434,0.00002322118,0.003786447,0.0002067556,0.001253893,0.000007136464,0.0001235985,0.0007073617],"genre_scores_gemma":[0.8706083,0.1264042,0.0007021147,0.00004072192,0.00001097448,0.0001617382,0.00001698226,0.0000478464,0.002007104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8866079,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006532625890266548,"score_gpt":0.2385365309683138,"score_spread":0.2320039050780473,"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."}}