{"id":"W3173627556","doi":"10.1093/fampra/cmab056","title":"Epidemiology of dementia onset captured in Canadian primary care electronic medical records","year":2021,"lang":"en","type":"article","venue":"Family Practice","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Dementia; Medicine; Incidence (geometry); Epidemiology; Cohort; Medical record; Cohort study; Population; Gerontology; Retrospective cohort study; Rochester Epidemiology Project; Demography; Pediatrics; Disease; Internal medicine; Environmental health; Population based study","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":[0.002287819,0.0004023028,0.0006153542,0.01035144,0.00202135,0.002231037,0.00196462,0.0005902714,0.001902231],"category_scores_gemma":[0.01785287,0.0004766678,0.0006820386,0.01856886,0.0004734922,0.0006305742,0.001447924,0.0007753355,0.0002889272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01979034,"about_ca_system_score_gemma":0.02398584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696852,"about_ca_topic_score_gemma":0.9673973,"domain_scores_codex":[0.9925436,0.0004901994,0.0007761955,0.0007431907,0.004557631,0.0008892411],"domain_scores_gemma":[0.9792181,0.001576971,0.007147979,0.0007205339,0.009963349,0.0013731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003701571,0.00001648908,0.9895836,0.000193523,0.0001019494,0.0001012077,0.0002057638,0.00006266094,0.00006277931,0.00008996778,0.003771059,0.005774061],"study_design_scores_gemma":[0.000004211253,0.000009516597,0.9980195,0.0001200136,0.00002325011,0.0001218236,0.0001848122,0.0001706356,0.00002910407,0.00001357557,0.001296086,0.000007566814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8324393,0.01058788,0.0007193451,0.001687855,0.0001577202,0.0005814175,0.1406632,0.0001682204,0.01299502],"genre_scores_gemma":[0.9625342,0.003337909,0.0009139046,0.0005144991,0.00004779371,0.0001414141,0.03175689,0.00001341103,0.0007398302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0303148,"threshold_uncertainty_score":0.1435896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261253540150145,"score_gpt":0.3558345896645489,"score_spread":0.3297092356495344,"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."}}