{"id":"W2981114149","doi":"","title":"Cognitive impairment in type 2 diabetes : Opportunities for diagnosis, prevention and management","year":2019,"lang":"en","type":"dissertation","venue":"Data Archiving and Networked Services (DANS)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Type 2 diabetes; Cognition; Medicine; Cognitive impairment; Diabetes mellitus; Gerontology; Cognitive decline; Test (biology); Cognitive test; Psychology; Montreal Cognitive Assessment; Clinical psychology; Psychiatry; Disease; Internal medicine","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":[0.002359097,0.0003281269,0.0004814025,0.0007145075,0.0004940074,0.001429304,0.0005057093,0.0009787262,0.003812139],"category_scores_gemma":[0.004128099,0.0001516729,0.0006060318,0.000756181,0.0003406417,0.001348239,0.001079034,0.001764913,0.0004324416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036063,"about_ca_system_score_gemma":0.003549793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324425,"about_ca_topic_score_gemma":0.02080304,"domain_scores_codex":[0.9995253,0.0002136782,0.00003969055,0.00002624907,0.00009890313,0.00009620666],"domain_scores_gemma":[0.9986337,0.0003812289,0.0001925592,0.00003080104,0.000236295,0.0005253105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003982869,0.001114151,0.05794584,0.001750193,0.0001147702,0.0007686297,0.0006037968,0.0003411665,0.0003945882,0.003366464,0.06959832,0.8636039],"study_design_scores_gemma":[0.0008817658,0.002645306,0.4849084,0.01815138,0.0007666827,0.004052044,0.009239289,0.003886821,0.0007544333,0.0398127,0.4346328,0.0002684017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09744629,0.5178019,0.004843778,0.3460909,0.003976764,0.0001744138,0.000749627,0.0002048057,0.02871146],"genre_scores_gemma":[0.4873242,0.4574333,0.01622215,0.02275979,0.007920117,0.0003094162,0.0008331605,0.00003128049,0.007166515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01324425,"threshold_uncertainty_score":0.02633429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292713211904256,"score_gpt":0.3367664642026022,"score_spread":0.2938393320835596,"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."}}