{"id":"W7018490991","doi":"","title":"Diabetes mellitus as an accelerator of cognitive impairment and alzheimer's disease","year":2022,"lang":"es","type":"dissertation","venue":"Tesis Doctorals en Xarxa (Consorci de Serveis Universitaris de Catalunya)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Dementia; Diabetes mellitus; Cognition; Disease; Cognitive decline; Neuropsychology; Neuropsychological assessment","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":[0.0006941418,0.0002623311,0.0002743252,0.001143314,0.0003554983,0.001368363,0.0002364438,0.0005078923,0.00266177],"category_scores_gemma":[0.002445626,0.0001618428,0.0004182587,0.001719425,0.0002830898,0.0004580257,0.0006596271,0.000922766,0.0003245803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004646867,"about_ca_system_score_gemma":0.0009634606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00553429,"about_ca_topic_score_gemma":0.004908749,"domain_scores_codex":[0.9995521,0.0001268021,0.00004765211,0.00006669572,0.0001240087,0.00008264794],"domain_scores_gemma":[0.9987119,0.0002384495,0.0005741261,0.0000622938,0.000131199,0.0002819919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007370926,0.0001818268,0.9663363,0.0001498583,0.0001509336,0.000539913,0.0001647305,0.0001292328,0.0004792261,0.0009364118,0.0008076404,0.02938685],"study_design_scores_gemma":[0.00001749499,0.0001471216,0.9949639,0.00007333282,0.00014666,0.0008296865,0.0001754612,0.0001859963,0.00008329048,0.0006611748,0.002706717,0.000009155573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324198,0.03757493,0.0008588898,0.002631217,0.0004784882,0.00004412999,0.0007345118,0.00006489677,0.02519324],"genre_scores_gemma":[0.9903883,0.006312846,0.0006405352,0.0002432288,0.0003194729,0.00001427494,0.0002795902,0.000005774412,0.001795987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00553429,"threshold_uncertainty_score":0.01100415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211752309803004,"score_gpt":0.3182791730870025,"score_spread":0.2971039421067022,"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."}}