{"id":"W4283277610","doi":"10.26442/20751753.2022.4.201681","title":"The relevance of screening for cognitive and psychoemotional disorders in patients with metabolic syndrome and insulin resistance: A review","year":2022,"lang":"en","type":"review","venue":"Consilium Medicum","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin resistance; Anxiety; Metabolic syndrome; Cognition; Obesity; Depression (economics); Medicine; Diabetes mellitus; Eating disorders; Clinical psychology; Psychology; Psychiatry; Bioinformatics; Internal medicine; Endocrinology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002614921,0.0002846272,0.00104377,0.00007713676,0.0002185039,0.00001396295,0.0001751502,0.00006569954,0.00002096806],"category_scores_gemma":[0.002328978,0.0001639871,0.00009980168,0.0004066309,0.0005748845,0.00005847453,0.000101613,0.0003100326,5.819513e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009614148,"about_ca_system_score_gemma":0.00008244903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002857068,"about_ca_topic_score_gemma":0.0000276213,"domain_scores_codex":[0.9979262,0.0003793025,0.0004779974,0.0006093347,0.0003539456,0.0002531868],"domain_scores_gemma":[0.9960204,0.003282955,0.0003992164,0.0001936913,0.00003122416,0.0000724998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001539035,0.0001858264,0.0005151638,0.008130085,0.00005567575,0.00001084626,0.00001860204,2.555955e-8,2.939696e-8,0.0004602251,0.0001308521,0.9903387],"study_design_scores_gemma":[0.002989474,0.0005666479,0.005631551,0.01789528,0.0006639485,0.0000181242,0.00001919707,0.000001494893,1.500791e-7,0.001246086,0.970665,0.0003030643],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005988267,0.9957253,0.00001105844,0.0002418163,0.00009815294,0.00286957,0.0002971165,0.00001055929,0.0001476109],"genre_scores_gemma":[0.001457683,0.9972073,0.0000375186,0.0003840684,0.000004591177,0.0007882189,0.00003780417,0.00002483652,0.00005794098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900357,"threshold_uncertainty_score":0.66872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04291572656883802,"score_gpt":0.3130561722687367,"score_spread":0.2701404456998986,"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."}}