{"id":"W4213294837","doi":"10.1192/j.eurpsy.2021.1373","title":"Depression and quality of life in schizophrenia-spectrum","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizoaffective disorder; Depression (economics); Schizophrenia (object-oriented programming); Quality of life (healthcare); Psychiatry; Outpatient clinic; Psychology; Depressive symptoms; Medicine; Clinical psychology; Psychosis; Internal medicine; Cognition; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005232645,0.0001143883,0.0001906271,0.0004938478,0.0002336486,0.0004116201,0.0001098693,0.0001674288,0.001532958],"category_scores_gemma":[0.001186146,0.00007846527,0.0002170993,0.0004707127,0.0002094471,0.000192767,0.0003148679,0.000249514,0.00008800265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004339264,"about_ca_system_score_gemma":0.0002758321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005123437,"about_ca_topic_score_gemma":0.007373845,"domain_scores_codex":[0.9997519,0.0000837495,0.00003251837,0.00002127466,0.00006115802,0.00004938719],"domain_scores_gemma":[0.999342,0.00006577556,0.0003769916,0.00001149331,0.00005674427,0.0001469766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005076229,0.00003366487,0.9956194,0.00003443026,0.00003528354,0.00005839361,0.0001327259,0.00002560766,0.0001386723,0.00002359664,0.000129409,0.003718202],"study_design_scores_gemma":[0.00000325998,0.00005432119,0.9994048,0.00002030092,0.000006508905,0.0001334285,0.0001592838,0.00003730651,0.00001213335,0.00002699691,0.0001402615,0.000001376401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974826,0.001558625,0.0000213662,0.0002143098,0.000006483846,0.000007680865,0.0002568835,0.000001152478,0.0004508524],"genre_scores_gemma":[0.9993255,0.0003974361,0.00003942189,0.0000331112,0.000005210908,0.00000404218,0.0001264391,2.280429e-7,0.0000685624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005123437,"threshold_uncertainty_score":0.01018721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991327444610838,"score_gpt":0.3085264937171123,"score_spread":0.2786132192710039,"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."}}