{"id":"W3084944295","doi":"10.4103/aip.aip_59_19","title":"Frequency and characterization of depression in schizophrenia","year":2020,"lang":"en","type":"article","venue":"Annals of Indian Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychopathology; Depression (economics); Hamd; Extrapyramidal symptoms; Global Assessment of Functioning; Psychiatry; Schizophrenia (object-oriented programming); Rating scale; Positive and Negative Syndrome Scale; Clinical psychology; Psychology; Scale for the Assessment of Negative Symptoms; Schedule for Affective Disorders and Schizophrenia; Population; Context (archaeology); Medicine; Brief Psychiatric Rating Scale; Psychosis; Antipsychotic; Anxiety","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":[0.0002063963,0.000104443,0.0001605167,0.000871739,0.0002120181,0.0002684621,0.0001376135,0.0001991854,0.001367237],"category_scores_gemma":[0.0009837535,0.00008400989,0.00009541792,0.000594261,0.0001772477,0.0001809725,0.0002140987,0.0001838799,0.0001720199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947168,"about_ca_system_score_gemma":0.0001729979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065822,"about_ca_topic_score_gemma":0.001453233,"domain_scores_codex":[0.9998155,0.00004735972,0.00003559624,0.00002759861,0.00004795602,0.00002594045],"domain_scores_gemma":[0.9993861,0.00008691414,0.0003413823,0.00001815513,0.00007791238,0.00008962984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008188884,0.00001683173,0.9942866,0.00001901217,0.00001119342,0.000166325,0.00009875315,0.00001222525,0.001347085,0.0000192929,0.00008690717,0.003853975],"study_design_scores_gemma":[0.0000017806,0.00004581104,0.9985493,0.000003684373,0.000003933986,0.001045543,0.0001431036,0.00004184906,0.00005717999,0.00001831188,0.00008802849,0.000001487971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989255,0.000475157,0.00005362417,0.0000460179,0.000002973672,0.000005843872,0.0001418289,0.000002285625,0.0003467998],"genre_scores_gemma":[0.9995632,0.0001806681,0.00004708004,0.00001112743,0.000006575295,0.000002923764,0.0001273255,5.35985e-7,0.00006053897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001367237,"threshold_uncertainty_score":0.004573882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366761363910089,"score_gpt":0.3123481156846817,"score_spread":0.2786805020455809,"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."}}