{"id":"W7132883878","doi":"","title":"A state-independent network of depressive, negative and positive symptoms in male patients with schizophrenia spectrum disorders","year":2018,"lang":"en","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depressive symptoms; Schizophrenia (object-oriented programming); Psychosis; Depression (economics); Positive and Negative Syndrome Scale; Moderation; Rating scale; Negative symptom; Major depressive disorder","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"],"consensus_categories":[],"category_scores_codex":[0.0001729335,0.0003007257,0.0004100466,0.0005430151,0.0004419023,0.00001851126,0.0004832873,0.0002242316,0.0002682602],"category_scores_gemma":[0.00001216066,0.0003330702,0.00007356423,0.001131072,0.0008559054,0.0003771434,0.0003712855,0.0005046253,0.00001939536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007288699,"about_ca_system_score_gemma":0.0002366991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004364274,"about_ca_topic_score_gemma":0.004133634,"domain_scores_codex":[0.9972224,0.0006382304,0.0002609105,0.000751304,0.0004223339,0.0007048398],"domain_scores_gemma":[0.998425,0.0002688607,0.0003366179,0.0004685546,0.0001663597,0.0003346137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009850312,0.0009349743,0.9648193,0.00006338293,0.0005043029,0.00106555,0.003849036,0.00004124612,0.00003050485,0.006389877,0.0004620654,0.0119895],"study_design_scores_gemma":[0.01444059,0.002933096,0.9710315,0.0004084436,0.0001717468,0.00004254411,0.003768071,0.00008649863,0.0008736499,0.000559527,0.004977452,0.0007068813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878715,0.00004423503,0.0002475894,0.0001053088,0.0003105642,0.0007623937,0.00007056233,0.00005114933,0.1105367],"genre_scores_gemma":[0.9792837,0.00004429851,0.000454933,0.00002175744,0.0000611794,5.676252e-7,0.00001892559,0.00002393184,0.02009073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09141219,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006163267239596717,"score_gpt":0.2257311805958843,"score_spread":0.2195679133562876,"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."}}