{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006454241,0.0004289334,0.0003251598,0.0006308206,0.0004362435,0.0009797795,0.0002082571,0.0003732782,0.003929076],"category_scores_gemma":[0.002525817,0.0001074106,0.0004340539,0.001186769,0.0001764909,0.0003432578,0.0003602525,0.0004564307,0.0002389289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006102319,"about_ca_system_score_gemma":0.0005232487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002568,"about_ca_topic_score_gemma":0.009311807,"domain_scores_codex":[0.9996189,0.000114294,0.00003152202,0.00007802371,0.00007482315,0.00008235557],"domain_scores_gemma":[0.9986579,0.0002802058,0.0007112478,0.00006071508,0.0001144779,0.0001753943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000499781,0.0001754229,0.9756023,0.0001413115,0.0005371021,0.0001353028,0.00008048253,0.00009067268,0.0001333197,0.0002559125,0.0008383421,0.02151004],"study_design_scores_gemma":[0.00002130099,0.00007154667,0.997646,0.00005556798,0.000184175,0.0002043794,0.00005253806,0.0001246452,0.00004775741,0.000302263,0.001284914,0.000004851907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9609877,0.02815803,0.0003183912,0.001586623,0.0001408383,0.00002819912,0.002370156,0.00002382416,0.006386155],"genre_scores_gemma":[0.9912366,0.006041581,0.0002547144,0.0002285311,0.0001328525,0.00001772551,0.0008816189,0.000002381458,0.001204019],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01002568,"threshold_uncertainty_score":0.01993465,"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."}}