{"id":"W2988801010","doi":"10.1093/geroni/igz038.056","title":"TRAJECTORIES OF HEALTH SYSTEM USE AND TRANSITIONS IN OLDER ADULTS WITH DEMENTIA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Laurentian University; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Dementia; Gerontology; Medicine; Cohort; Health care; Quality of life (healthcare); Population; Nursing; Environmental health; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001293022,0.0001942872,0.0002961089,0.0009720002,0.0009102187,0.001346521,0.0004732801,0.0005834442,0.001243468],"category_scores_gemma":[0.004350415,0.0001960312,0.0005269985,0.001334149,0.0002870171,0.001440183,0.001611521,0.0009122055,0.0002371272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008597869,"about_ca_system_score_gemma":0.0007338267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0426688,"about_ca_topic_score_gemma":0.05040039,"domain_scores_codex":[0.9994912,0.000128158,0.0000754685,0.00007340562,0.00009485353,0.0001369449],"domain_scores_gemma":[0.9982713,0.0002291376,0.0006221572,0.00007978807,0.000338816,0.0004587884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008846419,0.000077343,0.9965212,0.00001107739,0.00004107107,0.0000422398,0.0006680848,0.0001208047,0.00005489662,0.00005277574,0.0001121758,0.002209837],"study_design_scores_gemma":[0.00000217673,0.00006862782,0.9982968,0.00001148149,0.000007738476,0.00005380637,0.0010248,0.0002769404,0.00002570909,0.0000738551,0.000152767,0.000005363824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983985,0.0002476934,0.0000930914,0.0001224254,0.000004483575,0.00001664848,0.0006288784,0.000004147273,0.0004842243],"genre_scores_gemma":[0.9990344,0.000137007,0.00009281124,0.00002062056,0.000002471021,0.00001123122,0.0005217313,0.000001142073,0.0001786829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0426688,"threshold_uncertainty_score":0.08484089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733555502520679,"score_gpt":0.3349199516445529,"score_spread":0.3075843966193461,"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."}}