{"id":"W2042168737","doi":"10.1590/s1516-44462002000100007","title":"Characterization of depressive syndrome in schizophrenic outpatients","year":2002,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Schizophrenia (object-oriented programming); Depression (economics); Psychiatry; Psychology; Haloperidol; Depressive symptoms; Diagnosis of schizophrenia; Major depressive episode; Stressor; Positive and Negative Syndrome Scale; Medicine; Psychosis; Clinical psychology; Internal medicine; Mood; Cognition","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":[0.0001237295,0.0001208526,0.0003606933,0.000438058,0.00002527997,0.000009431593,0.0001274366,0.0000698814,0.0004223149],"category_scores_gemma":[0.00006705445,0.00009576178,0.0001684032,0.0003232356,0.00004681778,0.0001714818,0.00001720025,0.000270811,0.00003445586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005309979,"about_ca_system_score_gemma":0.0001785291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004185201,"about_ca_topic_score_gemma":0.0000345901,"domain_scores_codex":[0.9985811,0.00005932093,0.0006064175,0.0001240052,0.0004267979,0.0002023981],"domain_scores_gemma":[0.9990233,0.00001930415,0.0004013505,0.0001984603,0.0001472907,0.0002102775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004696792,0.00187902,0.9698575,0.0001523632,0.0002699948,0.0004803503,0.0001822243,0.000004996227,0.003955225,0.0004735013,0.0002665349,0.01778153],"study_design_scores_gemma":[0.008946885,0.001549057,0.9854387,0.0006803456,0.00007455803,0.001138924,0.00004207047,0.00007602975,0.001160087,0.0007836486,0.00002915476,0.00008053835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956616,0.001162454,0.00003866816,0.002226623,0.0004851439,0.0002044451,0.00001116158,0.000005290343,0.0002046219],"genre_scores_gemma":[0.9964921,0.000186541,0.002987459,0.00006049468,0.0001189533,0.00000335872,0.000007532327,0.00001646113,0.0001271245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01770099,"threshold_uncertainty_score":0.4624052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510854804720372,"score_gpt":0.2647577195352637,"score_spread":0.24964917148806,"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."}}