{"id":"W3175742829","doi":"10.1212/wnl.0000000000012440","title":"Diabetes Mellitus and Cognition","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; Pfizer","keywords":"Diabetes mellitus; Medicine; Cognition; MEDLINE; Psychiatry; Endocrinology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005714023,0.00004206521,0.00008939578,0.00003455704,0.00002813835,0.00000817149,0.00001158594,0.00003850687,0.000551969],"category_scores_gemma":[0.00007547532,0.00003847783,0.00001894028,0.00006414525,0.00006254062,0.00002043023,0.00003543885,0.0001125196,0.00005904902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001420806,"about_ca_system_score_gemma":0.00002801903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001352612,"about_ca_topic_score_gemma":0.000002729785,"domain_scores_codex":[0.9994816,0.00006199141,0.00005861515,0.0001542112,0.00008515128,0.0001584869],"domain_scores_gemma":[0.9997125,0.00006324234,0.000008914695,0.00006491053,0.00008390867,0.00006656456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000307299,0.0002891996,0.804979,0.00009312567,0.00008708359,0.001100829,0.00004135529,4.909997e-8,0.1157659,0.0005038999,0.0008316888,0.07600062],"study_design_scores_gemma":[0.001293231,0.001319916,0.9345791,0.000006483323,0.0000729226,0.0001918537,0.000007875179,0.00006013458,0.04268017,0.001034264,0.01870978,0.00004426937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803824,0.0006398226,0.00001790971,0.005785706,0.00005529331,0.00008006522,0.000001799486,0.00001957433,0.01301741],"genre_scores_gemma":[0.9927844,0.0002869381,0.00003337543,0.006475387,0.00005216169,0.0000120403,0.00002274921,0.000005381385,0.000327516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296002,"threshold_uncertainty_score":0.6043673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486249240528737,"score_gpt":0.2874551748041744,"score_spread":0.272592682398887,"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."}}