{"id":"W2788874324","doi":"10.14341/dm7926","title":"Analysis of cognitive status in patients with type 2 diabetes","year":2018,"lang":"en","type":"article","venue":"Diabetes Mellitus","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Internal medicine; Cognition; Gerontology; Endocrinology; Psychiatry","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":[0.00004420443,0.0001437305,0.0003195174,0.0002415265,0.00004594441,0.00001648874,0.0001107511,0.00004296512,0.000166393],"category_scores_gemma":[0.0003744372,0.0001018674,0.00005712785,0.001641412,0.000280248,0.00009134821,0.00004267786,0.0000678144,0.00004447984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001310428,"about_ca_system_score_gemma":0.00001288453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000105409,"about_ca_topic_score_gemma":0.00001673765,"domain_scores_codex":[0.998661,0.0001048092,0.0001859902,0.0003847627,0.0002335044,0.0004298774],"domain_scores_gemma":[0.9991477,0.000394767,0.0001004059,0.0001752074,0.0001037013,0.00007818179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008420891,0.0005963571,0.9935474,0.000004534294,0.0001083848,0.00000165668,0.00009763443,0.000006981997,0.0006077251,0.00003857812,0.000004798893,0.004901753],"study_design_scores_gemma":[0.001050763,0.001527402,0.966835,0.00001655439,0.000238684,2.070463e-9,0.000008639096,0.0002344124,0.02969564,0.0002361056,0.00003880137,0.0001180076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982375,0.0001057019,0.000001303908,0.00000869144,0.00007082393,0.000207801,0.00009693783,0.00002149144,0.00124978],"genre_scores_gemma":[0.9994202,0.00002931605,0.00001231434,0.0004546914,0.000006961725,0.00001215982,0.00003689182,0.00001105062,0.00001641513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02908792,"threshold_uncertainty_score":0.4154031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402059407856559,"score_gpt":0.2421884357795945,"score_spread":0.2281678417010289,"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."}}