{"id":"W3135802325","doi":"10.3233/jad-201571","title":"Pre-Dementia Stages and Incident Dementia in the NuAge Study","year":2021,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Institut Universitaire de Gériatrie de Montréal; Jewish General Hospital","funders":"","keywords":"Dementia; Medicine; Confidence interval; Incidence (geometry); Cohort; Cohort study; Gerontology; Population; Cognitive impairment; Observational study; Internal medicine; Cognition; Psychiatry; Disease; 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":[0.0007731708,0.0004342087,0.0004786055,0.0006927113,0.001182773,0.001026807,0.0007570119,0.0008219919,0.00169995],"category_scores_gemma":[0.001912911,0.0003418664,0.0006414488,0.001281785,0.0002889605,0.000516594,0.0005760901,0.001065575,0.0002537402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490663,"about_ca_system_score_gemma":0.001895737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7044549,"about_ca_topic_score_gemma":0.7729747,"domain_scores_codex":[0.9995483,0.00008335177,0.00003548269,0.00009592779,0.0001079788,0.0001289618],"domain_scores_gemma":[0.9985454,0.00009820147,0.0004543558,0.00009898829,0.0004044128,0.0003987064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002192091,0.00004910799,0.9979622,0.00002117263,0.0001087862,0.00005484864,0.0001358009,0.00002731721,0.00007473079,0.00001926897,0.0005069655,0.000820626],"study_design_scores_gemma":[0.00001774525,0.00003556276,0.9994143,0.00001625129,0.00002963668,0.00004441303,0.0001169266,0.00007234883,0.000007708021,0.000007505255,0.0002339216,0.000003841166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992653,0.001596077,0.00008551679,0.0001639368,0.00002560459,0.0000649842,0.004296275,0.00000630315,0.001108333],"genre_scores_gemma":[0.9966543,0.0004578118,0.00008711021,0.00008670187,0.00001371846,0.00003726398,0.002126846,0.00000194662,0.0005343975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7044549,"threshold_uncertainty_score":0.5945712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619757645648759,"score_gpt":0.3470817500502767,"score_spread":0.3208841735937892,"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."}}