{"id":"W4388455043","doi":"10.1038/s41537-023-00402-8","title":"Influence of psychopathology and metabolic parameters on quality of life in patients with first-episode psychosis before and after initial antipsychotic treatment","year":2023,"lang":"en","type":"article","venue":"Schizophrenia","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Toronto; Centre for Addiction and Mental Health","funders":"H. Lundbeck A/S; Lundbeckfonden","keywords":"Psychopathology; Antipsychotic; Psychosis; Schizophrenia (object-oriented programming); Psychology; Psychiatry; Quality of life (healthcare); Clinical psychology; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.0001941867,0.0002589544,0.0007262792,0.0004924627,0.000037366,0.000009011798,0.00006607018,0.00009981982,0.00001066252],"category_scores_gemma":[0.0001625508,0.0001776327,0.00007119114,0.0005501044,0.0003121973,0.00007823237,0.00003294757,0.0001419884,0.000009786274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002919163,"about_ca_system_score_gemma":0.00005864947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004535245,"about_ca_topic_score_gemma":0.00416343,"domain_scores_codex":[0.9982148,0.0001270829,0.0004846426,0.000461283,0.0003759855,0.0003361857],"domain_scores_gemma":[0.9988907,0.0001878165,0.0001516761,0.0004299371,0.00008589247,0.0002540031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07054989,0.0006935808,0.9201684,0.0001333713,0.000179472,0.00002484865,0.0002548418,0.00002650796,0.00001618972,0.0001350994,0.000007439299,0.007810357],"study_design_scores_gemma":[0.02235683,0.004491692,0.9719837,0.0002341691,0.00008661841,0.00000376551,0.00002048571,0.00001367049,0.0002187598,0.0004626121,0.000005488163,0.000122211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983093,0.0002568553,9.622105e-7,0.000427611,0.00003800104,0.0008113298,0.0001152446,0.0000270139,0.00001369324],"genre_scores_gemma":[0.9980552,0.0003455158,0.001268182,0.00007035154,0.00001697841,0.0001770616,0.00003433327,0.0000244495,0.000007897878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05181529,"threshold_uncertainty_score":0.7243652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123190437789455,"score_gpt":0.3134291809574219,"score_spread":0.2921972765795274,"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."}}