{"id":"W4391293129","doi":"10.47626/1516-4446-2023-3418","title":"Exploring depression in people with schizophrenia spectrum disorders: A cross-sectional analysis of the clinical relationship with Positive and Negative Syndrome Scale dimensions","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Positive and Negative Syndrome Scale; Generalizability theory; Psychopathology; Schizophrenia (object-oriented programming); Depression (economics); Psychiatry; Clinical psychology; Psychology; Cross-sectional study; Schizophrenia spectrum; Logistic regression; Internal medicine; Association (psychology); Medicine; Psychosis","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":[0.002138333,0.0002344835,0.0003121875,0.0007226387,0.0004279817,0.0003805484,0.0001819371,0.000387171,0.001243835],"category_scores_gemma":[0.002795856,0.0003391189,0.0004940025,0.0006994035,0.0002633935,0.0004426898,0.0005263888,0.0004381903,0.000255691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667785,"about_ca_system_score_gemma":0.0002327731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627818,"about_ca_topic_score_gemma":0.003357572,"domain_scores_codex":[0.9991758,0.0003947481,0.0001283983,0.0001051948,0.0001467565,0.00004907852],"domain_scores_gemma":[0.9983081,0.0003973981,0.0007331499,0.0001118856,0.0002376569,0.0002117307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002747844,0.00002049793,0.9992713,0.000007243993,0.00003610089,0.00001617953,0.00007364573,0.000008450078,0.00007743272,0.000003660879,0.00002316151,0.0004348473],"study_design_scores_gemma":[0.000003914959,0.0001202033,0.9994422,0.000005133177,0.00001982666,0.0001356163,0.0001405916,0.00004728888,0.00002064151,0.000006339038,0.00005669181,0.000001541444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99922,0.0002234564,0.0000944827,0.00003523143,0.000005959985,0.00002288815,0.0002170957,0.000001544073,0.0001792664],"genre_scores_gemma":[0.9992422,0.0001695306,0.0001649153,0.00002705775,0.000007677483,0.00002648046,0.0002734477,7.822052e-7,0.00008803423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002138333,"threshold_uncertainty_score":0.01130873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380321724882544,"score_gpt":0.3314477745492718,"score_spread":0.2976445573004463,"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."}}