{"id":"W7124763514","doi":"10.5167/uzh-281758","title":"Depressive symptomatology in the first-episode schizophrenia spectrum disorders OPTiMiSE trial: prevalence, correlates, symptom progression and outcomes","year":2025,"lang":"en","type":"article","venue":"Universität Zürich, ZORA","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychosocial; Schizophrenia (object-oriented programming); Schizophrenia spectrum; Psychosis; Major depressive disorder; Depressive symptoms; Psychotic depression","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":[0.0002049859,0.0002952323,0.0004665476,0.0005475607,0.0002999817,0.000051226,0.0003264927,0.0001855388,0.00007039917],"category_scores_gemma":[0.0001545327,0.0001964044,0.0001365131,0.0006955968,0.0002588565,0.0002586484,0.0002130852,0.0004264171,0.0000241926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426397,"about_ca_system_score_gemma":0.0001933037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001576355,"about_ca_topic_score_gemma":0.0006738107,"domain_scores_codex":[0.9981619,0.0001741441,0.0002899714,0.0005202625,0.0003561351,0.0004976639],"domain_scores_gemma":[0.9986373,0.0005432426,0.0001128359,0.0005172291,0.00003796514,0.0001514022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04360063,0.0009512022,0.9301379,0.0002110684,0.0004447888,0.0004971871,0.0005012111,0.00003482162,0.000002001317,0.01759679,0.001106209,0.004916124],"study_design_scores_gemma":[0.1613896,0.001729452,0.8204507,0.0008801072,0.0009879991,0.0001190132,0.0008941425,0.002240093,0.00006282532,0.006705543,0.004080837,0.0004596377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721133,0.002978169,0.0001461901,0.01813828,0.00022641,0.002658323,0.00001206498,0.0001197903,0.003607529],"genre_scores_gemma":[0.9965505,0.001347131,0.0006996653,0.0002301962,0.0000241992,0.00007456982,0.00002501683,0.00001694224,0.001031772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.117789,"threshold_uncertainty_score":0.8009139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006813508460162567,"score_gpt":0.2734697851466154,"score_spread":0.2666562766864528,"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."}}