{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005704054,0.0001448618,0.0004387726,0.0003212965,0.00004151392,0.000003880381,0.00007519062,0.00008415831,0.000161894],"category_scores_gemma":[0.000569298,0.0001324212,0.00004855525,0.000197557,0.0001131624,0.00006173204,0.00005311607,0.0002799941,0.00001227844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007104583,"about_ca_system_score_gemma":0.0001329645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730273,"about_ca_topic_score_gemma":0.004769837,"domain_scores_codex":[0.9982709,0.0002581038,0.0004800536,0.000334328,0.0001382817,0.0005182906],"domain_scores_gemma":[0.9990558,0.0003716561,0.00009052737,0.0001861661,0.00008125709,0.0002146176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001217983,0.0001294112,0.9766976,0.00005199213,0.00006487518,0.0001214972,0.00008297292,0.000007820253,0.009647688,0.0001921212,0.0005755891,0.01230669],"study_design_scores_gemma":[0.002338536,0.001027556,0.992332,0.00005861628,0.00006589879,0.00007023397,0.000109747,0.0009122385,0.0008302067,0.0001117602,0.002056737,0.0000864864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899802,0.0002050823,0.0002974251,0.00588055,0.00004088502,0.000471472,0.000006553626,0.00001699914,0.003100859],"genre_scores_gemma":[0.9953351,0.0002923982,0.0004940311,0.003416355,0.00003625178,0.00003536296,0.00001822981,0.00001647763,0.0003558054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01563443,"threshold_uncertainty_score":0.5399979,"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."}}