{"id":"W4220862247","doi":"10.1002/alz.12632","title":"Characteristics of the Ontario Neurodegenerative Disease Research Initiative cohort","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; McMaster University; Occupational Cancer Research Centre; Hotchkiss Brain Institute; Ontario Brain Institute; St Joseph's Health Centre; Parkwood Institute; Public Health Ontario; Centre for Addiction and Mental Health; London Health Sciences Centre; Ottawa Hospital; Bruyère; Health Sciences Centre; University of Calgary; Kensington Health; Baycrest Hospital; Lawson Health Research Institute; University of Ottawa; University of Waterloo; St. Joseph’s Healthcare Hamilton; Toronto Western Hospital; St Joseph's Health Care; Nova Scotia Health Authority; Western University; University of Toronto; Thunder Bay Regional Research Institute; Queen's University; St. Michael's Hospital; Sunnybrook Health Science Centre","funders":"National Institute on Deafness and Other Communication Disorders; Parkinson Society Canada","keywords":"Cohort; Disease; Medicine; Dementia; Cohort study; Univariate; Gerontology; Multivariate analysis; Observational study; Multivariate statistics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00131494,0.0003592796,0.0005726811,0.001372606,0.002111031,0.0008260093,0.001055321,0.0005607174,0.004456149],"category_scores_gemma":[0.003037416,0.0003064536,0.0005183413,0.002784327,0.0007058353,0.0004959,0.0005984084,0.0004957599,0.0006033254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004143095,"about_ca_system_score_gemma":0.007228187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6867319,"about_ca_topic_score_gemma":0.7183795,"domain_scores_codex":[0.9985399,0.0001176152,0.0001236338,0.0003433491,0.0004819043,0.0003935672],"domain_scores_gemma":[0.9983079,0.0001132262,0.0005364959,0.0002444867,0.0004639293,0.0003339968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002889772,0.0000309819,0.9928253,0.00003271352,0.00007485165,0.0001416135,0.0003810464,0.00005755754,0.0002956899,0.0001141138,0.004079683,0.001677575],"study_design_scores_gemma":[0.00002190857,0.00004164843,0.9972653,0.00001936713,0.00002777309,0.000127159,0.0002918183,0.00007169357,0.00002258285,0.00005713703,0.00204411,0.000009465894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9220302,0.001427731,0.0008420553,0.0008558154,0.00005101562,0.0006239216,0.06232645,0.00005653547,0.01178634],"genre_scores_gemma":[0.9795278,0.0003827286,0.000309857,0.0003192704,0.00003032925,0.0005252092,0.01643098,0.00001741639,0.00245633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3132681,"threshold_uncertainty_score":0.6302259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07144427132029854,"score_gpt":0.3392637680225745,"score_spread":0.267819496702276,"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."}}