{"id":"W2605461181","doi":"10.23889/ijpds.v1i1.321","title":"Trends in prevalence, incidence, health system use and cost by persons with dementia in Ontario from 2004 and 2013: a population-based study","year":2017,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Dementia; Incidence (geometry); Medicine; Gerontology; Population; Demography; Cohort; Health care; Comorbidity; Cohort study; Environmental health; Psychiatry; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001628277,0.0001129236,0.0001949446,0.0005509939,0.001270078,0.0004239792,0.0006960315,0.00004237308,0.00003210675],"category_scores_gemma":[0.0002255468,0.000095182,0.00001293869,0.000150573,0.00006474133,0.002619755,0.0001705181,0.0002849195,7.041533e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008671277,"about_ca_system_score_gemma":0.0005008376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5465167,"about_ca_topic_score_gemma":0.8089178,"domain_scores_codex":[0.9980581,0.0001217313,0.0005252706,0.0004210362,0.0006037297,0.0002700876],"domain_scores_gemma":[0.9984596,0.0001672206,0.0006577789,0.0003766826,0.0001970491,0.0001417148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001226793,0.0000585048,0.9956266,0.00001152264,0.00001019332,0.000004065732,0.001120997,0.00007195865,0.000003230943,0.00003621089,0.001213352,0.001720647],"study_design_scores_gemma":[0.001896705,0.00009270876,0.9910582,0.0005045792,0.00001820292,0.000005457273,0.001130016,0.004710165,1.500164e-7,0.00002976052,0.0004566582,0.00009735534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959996,0.0001294345,0.0004358544,0.001281662,0.0009971394,0.0005773031,0.0005562789,0.000009428211,0.00001335142],"genre_scores_gemma":[0.9980037,0.00001447549,0.001178557,0.00006282187,0.00006918216,0.00002597014,0.0004536083,0.000007451069,0.0001842784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2624012,"threshold_uncertainty_score":0.9768538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084738832037501,"score_gpt":0.4446798764780611,"score_spread":0.3362059932743109,"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."}}