{"id":"W6987372373","doi":"","title":"SOMATIC COMORBIDITIES AND MORTALITY IN SCHIZOPHRENIA","year":2018,"lang":"en","type":"article","venue":"University of Zagreb University Computing Centre (SRCE)","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Population; Excess mortality; Mortality rate; Comorbidity; Cause of death; Epidemiology; Antipsychotic","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001444342,0.0001545114,0.0003451238,0.0003103352,0.0002327511,0.00001029136,0.0001675329,0.00008501697,0.0001852177],"category_scores_gemma":[0.00002964684,0.0001794527,0.00009073887,0.000324768,0.0005624105,0.0001201998,0.0002709959,0.0001764468,0.00003462832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120298,"about_ca_system_score_gemma":0.0001896293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645872,"about_ca_topic_score_gemma":0.002235905,"domain_scores_codex":[0.9988824,0.0001114952,0.0001160264,0.0003121244,0.0002666267,0.0003112965],"domain_scores_gemma":[0.9991581,0.0001072474,0.00009642775,0.0002628001,0.0001513513,0.0002240506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02027336,0.002473564,0.6740044,0.001061727,0.001749953,0.006992623,0.2381972,0.00006154813,0.001499207,0.01555509,0.001893189,0.03623816],"study_design_scores_gemma":[0.01041377,0.0003823174,0.8608356,0.0003995307,0.0002188658,0.00004787707,0.1207383,0.005891632,0.0004357203,0.0002288107,0.0001586667,0.0002489499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976644,0.0000495599,0.0002063407,0.0003806397,0.00005464966,0.00024085,0.00001828384,0.00006515912,0.00132014],"genre_scores_gemma":[0.9952475,0.00006169498,0.003941445,0.00001533069,0.00004270066,4.511624e-12,0.00001929371,0.000006933539,0.0006650763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1868312,"threshold_uncertainty_score":0.7317871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542398928931265,"score_gpt":0.2356584113189852,"score_spread":0.2202344220296726,"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."}}