{"id":"W4401982748","doi":"10.4103/ijnpnd.ijnpnd_44_22","title":"Evaluation of Neurocognitive Disorder in Patients with Type 2 Diabetes Mellitus","year":2022,"lang":"en","type":"article","venue":"International journal of Nutrition Pharmacology Neurological Diseases","topic":"Diabetes Management and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Medicine; Type 2 Diabetes Mellitus; Diabetes mellitus; Type 2 diabetes; Psychiatry; Internal medicine; Endocrinology; Cognition","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041842,0.00007761783,0.0001953204,0.0004100307,0.0000317642,0.000007173073,0.0001845924,0.0000205771,0.001747555],"category_scores_gemma":[0.0002660693,0.00005846896,0.00007725041,0.0002420057,0.0001012778,0.000108796,0.0001019602,0.0002729784,0.000001924693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000598713,"about_ca_system_score_gemma":0.00008930331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.222454e-7,"about_ca_topic_score_gemma":1.221735e-7,"domain_scores_codex":[0.9974731,0.0005320109,0.0003101918,0.0001293308,0.001423257,0.0001321737],"domain_scores_gemma":[0.9978068,0.0001889033,0.0002245453,0.00003887124,0.001667685,0.00007312057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007863842,0.01441442,0.949495,0.00003602786,0.0004427537,0.0001676861,0.00001580449,0.001437558,0.000551207,0.00002400817,0.001782477,0.02376919],"study_design_scores_gemma":[0.01379638,0.005200817,0.9764411,0.00002445199,0.0005087903,0.000003413253,0.0000247988,0.001488916,0.000123322,0.0007275969,0.001602114,0.00005830405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962612,0.000786985,0.000002692748,0.001821795,0.0004981203,0.0004580128,0.0000450785,0.000005820197,0.0001202517],"genre_scores_gemma":[0.9984409,0.0001187691,0.00001680833,0.001182702,0.0001028651,0.00005229577,0.00007110633,0.000007047256,0.000007482193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02694607,"threshold_uncertainty_score":0.999165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241944651088392,"score_gpt":0.3405359001065248,"score_spread":0.3163414349976856,"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."}}