{"id":"W7154875491","doi":"","title":"[Depressive symptoms in schizophrenia]","year":2015,"lang":"","type":"article","venue":"MPG.PuRe (Max Planck Society)","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Antipsychotic; Depressive symptoms; Depression (economics); Antidepressant; Rating scale; Major depressive disorder; Clinical trial","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009389826,0.001175866,0.00167174,0.0003729619,0.0003115858,0.0002630355,0.0007946141,0.001115326,0.001024871],"category_scores_gemma":[0.0006167525,0.001044942,0.0009385838,0.001750535,0.0005694158,0.0004780407,0.0005200849,0.002394744,0.002362269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667675,"about_ca_system_score_gemma":0.003615516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004070778,"about_ca_topic_score_gemma":0.0005151056,"domain_scores_codex":[0.9919641,0.0004033195,0.001181503,0.001689264,0.002279974,0.002481846],"domain_scores_gemma":[0.9947122,0.0004667937,0.0003735635,0.00153419,0.0005018478,0.002411355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.06072297,0.00779372,0.4377386,0.001394662,0.008542379,0.01123112,0.01773766,0.0005626595,0.00121303,0.01033023,0.3702896,0.07244339],"study_design_scores_gemma":[0.4150417,0.01522184,0.3719067,0.008790381,0.004447613,0.001777623,0.01555542,0.01621591,0.007542165,0.03045417,0.1049134,0.008133138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294964,0.04274091,0.0001033137,0.005727955,0.002817824,0.003202469,0.0004546256,0.0003180261,0.01513848],"genre_scores_gemma":[0.9852748,0.001851304,0.002220991,0.0008134217,0.002994783,0.0003567164,0.0004581408,0.0001963282,0.005833497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3543187,"threshold_uncertainty_score":0.9999068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889765921770189,"score_gpt":0.2916480457337842,"score_spread":0.2627503865160823,"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."}}