{"id":"W2959191803","doi":"10.1017/cjn.2019.27","title":"The Comprehensive Assessment of Neurodegeneration and Dementia: Canadian Cohort Study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Vancouver Coastal Health Research Institute; Institut Universitaire en Santé Mentale de Québec; McGill Genome Centre; Concordia University; Robarts Clinical Trials; University of Alberta; Dalhousie University; University of British Columbia; Sunnybrook Hospital; University of Toronto; Western University; University of Calgary; Toronto Rehabilitation Institute; Douglas Mental Health University Institute; McGill University; Lawson Health Research Institute; Glenrose Rehabilitation Hospital; Ontario Brain Institute; Jewish General Hospital","funders":"","keywords":"Dementia; Cohort; Compass; Gerontology; Cohort study; Medicine; Cognitive decline; Memory clinic; Neurodegeneration; Psychology; Disease; Pathology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002988556,0.000796273,0.0008206359,0.00212951,0.006326511,0.001715558,0.001877022,0.0009210847,0.003304952],"category_scores_gemma":[0.004891297,0.0006139757,0.0009408153,0.007429276,0.0007815567,0.0007792453,0.001901493,0.001639143,0.0006846031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02620989,"about_ca_system_score_gemma":0.05838107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913343,"about_ca_topic_score_gemma":0.9941458,"domain_scores_codex":[0.9975492,0.0001699333,0.0001606269,0.0005326216,0.001093876,0.0004935794],"domain_scores_gemma":[0.996181,0.0001376822,0.0003755115,0.000310736,0.002306692,0.0006884193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000527915,0.0001305029,0.9197656,0.0004866436,0.0005073436,0.0003025171,0.002096307,0.0002529494,0.0004328372,0.001734229,0.05853111,0.01523199],"study_design_scores_gemma":[0.000111947,0.00005169329,0.9788694,0.0003616342,0.0002214875,0.0002055806,0.00125725,0.0002364984,0.00008364347,0.0002728719,0.01827267,0.00005540425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6873155,0.01197978,0.002223723,0.00777676,0.0005940744,0.00256746,0.2610927,0.0001262781,0.0263237],"genre_scores_gemma":[0.9098557,0.008705896,0.004846826,0.002416187,0.0001322498,0.001672504,0.0654148,0.00006690605,0.006888997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02620989,"threshold_uncertainty_score":0.190167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03168433969291001,"score_gpt":0.3227710759773937,"score_spread":0.2910867362844837,"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."}}