{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002165932,0.0001259358,0.0003975005,0.0002143504,0.00004543627,0.000003499649,0.0001205532,0.0001937794,0.000777989],"category_scores_gemma":[0.0096453,0.0001231112,0.00008094872,0.0004242607,0.00008794573,0.0001354381,0.00007116873,0.0007280827,0.00005778706],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000543337,"about_ca_system_score_gemma":0.0101675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1259877,"about_ca_topic_score_gemma":0.2258833,"domain_scores_codex":[0.9969642,0.0009552295,0.0004388239,0.0003432902,0.0004812603,0.0008172279],"domain_scores_gemma":[0.9973944,0.001235147,0.0001083602,0.0002811945,0.0005088879,0.0004720156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000347621,0.0002646908,0.9860338,0.0001988181,0.000264204,0.00156528,0.0002474502,7.187564e-7,0.0003289078,0.000405934,0.002938012,0.007404557],"study_design_scores_gemma":[0.001616515,0.0003804487,0.8999622,0.0001428249,0.000211751,0.0003068844,0.002546929,0.00002802695,0.0003658394,0.00009566419,0.09423807,0.0001048104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218964,0.027962,0.0001430228,0.01134624,0.0002512299,0.0005138322,0.00003541214,0.00001793785,0.1378339],"genre_scores_gemma":[0.9829664,0.00183393,0.0006997418,0.01334799,0.00006572092,0.00003825171,0.0004069957,0.00001682249,0.0006241853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610699,"threshold_uncertainty_score":0.9986969,"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."}}