{"id":"W4285740935","doi":"10.2147/ndt.s367392","title":"The Predictive Role of Aberrant Metabolic Parameters and Negative Automatic Thinking on the Cognitive Impairments Among Schizophrenia Patients with Metabolic Syndrome","year":2022,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Anhui Provincial Key Research and Development Plan; Anhui Medical University","keywords":"Metabolic syndrome; Medicine; Positive and Negative Syndrome Scale; Cognition; Waist; Verbal fluency test; Schizophrenia (object-oriented programming); Clinical psychology; Internal medicine; Psychiatry; Neuropsychology; Psychosis; Obesity","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":[0.0003540505,0.000440397,0.0002476049,0.0008096625,0.000356905,0.000339543,0.0001448817,0.0003281526,0.001266758],"category_scores_gemma":[0.001750079,0.0001942828,0.0003647575,0.0004276899,0.0002781805,0.0002506786,0.0003320767,0.0004566327,0.00009085974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071115,"about_ca_system_score_gemma":0.0004095926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003309148,"about_ca_topic_score_gemma":0.005319944,"domain_scores_codex":[0.9998128,0.00004756164,0.00003475545,0.00003165084,0.00004034395,0.00003290727],"domain_scores_gemma":[0.9992705,0.000134258,0.0003590595,0.00003542462,0.00006487584,0.0001358286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001239405,0.00003165564,0.9983321,0.000007107167,0.00002757391,0.0001182969,0.00006094816,0.00002942324,0.000242589,0.00001208573,0.00001478513,0.0009994545],"study_design_scores_gemma":[0.000005119927,0.00005857893,0.9992992,0.000004876898,0.00002043501,0.0002422485,0.0001320375,0.000143806,0.00003796849,0.00003008279,0.00002315776,0.000002594046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996359,0.0001161337,0.00003410086,0.00002313293,0.000003164061,0.000003814716,0.00003179911,9.860712e-7,0.0001509205],"genre_scores_gemma":[0.9998135,0.00005129164,0.00004587128,0.000006358337,0.000004249289,0.000002503547,0.00004013388,2.995352e-7,0.00003572929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003309148,"threshold_uncertainty_score":0.006579816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006724374307367117,"score_gpt":0.2198743710641807,"score_spread":0.2131499967568136,"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."}}