{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005352239,0.0002827201,0.0003628525,0.001326754,0.0003943677,0.00050718,0.0002188411,0.0002920743,0.0009636226],"category_scores_gemma":[0.001547893,0.0001224368,0.0003314954,0.00109451,0.0001696854,0.0002499212,0.0003113835,0.0003936356,0.0001992675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664045,"about_ca_system_score_gemma":0.0002248614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003166227,"about_ca_topic_score_gemma":0.003066409,"domain_scores_codex":[0.9996799,0.00008379748,0.0000458123,0.00004360614,0.00008696649,0.0000599811],"domain_scores_gemma":[0.9993457,0.0001065902,0.0002365499,0.00002462026,0.0001094032,0.0001771349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001533061,0.00003055283,0.9987776,0.000005880887,0.00001822421,0.00007334895,0.00002851213,0.00001213534,0.00004550758,0.000002928085,0.00004667508,0.0008053617],"study_design_scores_gemma":[0.000006689669,0.0001193787,0.9993321,0.000003313914,0.00001411097,0.0002688236,0.00008660209,0.00005044864,0.00002291927,0.000007704573,0.00008549728,0.000002355692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987947,0.0003007217,0.00002952498,0.0000278632,0.000006155504,0.000009125032,0.0002467944,0.000002267896,0.0005828042],"genre_scores_gemma":[0.9993667,0.0000994291,0.00004540702,0.00002254732,0.00001166994,0.000008323191,0.0003429236,6.633507e-7,0.0001023166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003166227,"threshold_uncertainty_score":0.006295621,"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."}}