{"id":"W2055971535","doi":"10.1159/000086287","title":"Underlying Cause of Death in Demented and Non-Demented Elderly Canadians","year":2005,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Dementia; Gerontology; Cause of death; Logistic regression; Disease; Vascular dementia; Alzheimer's disease; Population; Demography; Pediatrics; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000309641,0.0003142294,0.0003130563,0.001760174,0.001342817,0.0005148727,0.0004430581,0.0003107222,0.001023346],"category_scores_gemma":[0.001556232,0.0001898426,0.0004045353,0.001761289,0.0004103178,0.0001918521,0.0005565645,0.0003484534,0.00008819664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003701145,"about_ca_system_score_gemma":0.003422133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8990654,"about_ca_topic_score_gemma":0.9308895,"domain_scores_codex":[0.9996822,0.00001711328,0.00001645817,0.00003383869,0.0001336674,0.0001167605],"domain_scores_gemma":[0.9995772,0.00002961066,0.0001134786,0.00001514844,0.0001179983,0.0001465864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007166458,0.00001251998,0.9975305,0.00001462026,0.00003382271,0.0001287389,0.0001752618,0.00004017224,0.00008789014,0.00003208197,0.0001704716,0.001702245],"study_design_scores_gemma":[0.000003004273,0.00001188833,0.9994436,0.000004773542,0.000009413122,0.00009412193,0.0002029655,0.00005562305,0.0000142162,0.00001554933,0.0001421276,0.000002569388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977881,0.0005364083,0.00002381852,0.00005773553,0.000005663942,0.00001089835,0.0007522305,0.000002634812,0.0008225418],"genre_scores_gemma":[0.9987521,0.0002894127,0.00003229955,0.00002438563,0.000004882338,0.00000277956,0.0007504704,6.78719e-7,0.0001428578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1009346,"threshold_uncertainty_score":0.2030579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06468989731576098,"score_gpt":0.3736698756158212,"score_spread":0.3089799783000602,"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."}}