{"id":"W6990295412","doi":"","title":"Depressão na esquizofrenia: psicopatologia, nosologia e psicofarmacologia","year":2015,"lang":"pt","type":"other","venue":"UNIFESP Institutional Repository (Universidade Federal de São Paulo)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Depression (economics); Depressive symptoms; Positive and Negative Syndrome Scale","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00160993,0.003657584,0.003207267,0.003090609,0.005160078,0.001070936,0.00445136,0.005860056,0.006488543],"category_scores_gemma":[0.0009403161,0.004163642,0.001425155,0.002712349,0.004453909,0.001889856,0.002241329,0.005562106,0.01922305],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01136959,"about_ca_system_score_gemma":0.01510363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945283,"about_ca_topic_score_gemma":0.001392546,"domain_scores_codex":[0.9829643,0.00301794,0.002161386,0.004235611,0.003652542,0.003968218],"domain_scores_gemma":[0.989073,0.00057824,0.002868942,0.002608406,0.002027896,0.002843474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003719258,0.00302015,0.01339158,0.0007718441,0.004618346,0.05451667,0.002802516,0.01037591,0.02239174,0.01384509,0.869872,0.0006748977],"study_design_scores_gemma":[0.01750665,0.002529563,0.01981108,0.002870081,0.004174132,0.02315396,0.0102219,0.006898584,0.003582617,0.001094009,0.8975975,0.01055992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1353076,0.006170052,0.0017019,0.0004392163,0.0121764,0.003522086,0.002910554,0.003047263,0.8347249],"genre_scores_gemma":[0.5816877,0.0001565266,0.002595932,0.0007891021,0.002285526,0.0001186326,0.001895559,0.001083076,0.409388],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.44638,"threshold_uncertainty_score":0.999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913425051803268,"score_gpt":0.2502009544469135,"score_spread":0.2310667039288808,"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."}}