{"id":"W2535159115","doi":"10.1016/j.jalz.2016.06.2054","title":"P3‐388: Trends in Health System use by Persons with Dementia in Ontario from 2007 and 2013: A Population‐Based Study","year":2016,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alzheimer Society of Canada; Institute for Clinical Evaluative Sciences; Laurentian University; University of Toronto","funders":"","keywords":"Dementia; Medicine; Gerontology; Comorbidity; Population; Demography; Quality of life (healthcare); Long-term care; Environmental health; Psychiatry; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005514515,0.0004507086,0.0005081587,0.001536897,0.001960865,0.001214603,0.001442479,0.0005810725,0.001705541],"category_scores_gemma":[0.001444156,0.00050176,0.001543321,0.004924241,0.000561774,0.0007343321,0.00123389,0.0006147748,0.000536096],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01960443,"about_ca_system_score_gemma":0.01602421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9765993,"about_ca_topic_score_gemma":0.9863284,"domain_scores_codex":[0.9990994,0.0000536858,0.00009234977,0.0001371543,0.0003597747,0.0002576884],"domain_scores_gemma":[0.9979001,0.00005163309,0.0006302267,0.00006854091,0.0008511621,0.0004982501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006715504,0.00003101457,0.9964897,0.00004472168,0.0000630826,0.00003742203,0.0005934316,0.00003839377,0.0001215631,0.00001972806,0.001176622,0.001317069],"study_design_scores_gemma":[0.000004602189,0.00001314234,0.9990792,0.000009811646,0.00001271483,0.00001700099,0.0002890509,0.00006270887,0.00001437502,0.00000379726,0.0004898883,0.000003753715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700701,0.0005374598,0.0001054512,0.000314866,0.00001403539,0.0001061766,0.02667139,0.00002299868,0.00215764],"genre_scores_gemma":[0.988042,0.0004022234,0.0001724193,0.0001439184,0.0000144066,0.0001284489,0.009353342,0.000008586283,0.001734698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9803956,"threshold_uncertainty_score":0.1422408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116379859973454,"score_gpt":0.3373217646676653,"score_spread":0.2861579660679308,"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."}}