{"id":"W4401772710","doi":"10.1136/bmjph-2023-000812","title":"Equity in home care use in Canada: a cross-sectional analysis of the Canadian longitudinal study on ageing","year":2024,"lang":"en","type":"article","venue":"BMJ Public Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Michael's Hospital; University of Toronto; McMaster University; Brock University; St Joseph's Health Centre; Impact","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Rurality; Socioeconomic status; Gerontology; Medicine; Logistic regression; Cross-sectional study; Immigration; Equity (law); Longitudinal study; Health care; Population; Demography; Environmental health; Rural area; Geography; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.002599799,0.0001358767,0.0004429601,0.001322112,0.0005536421,0.00007873925,0.0002521731,0.0001075421,0.0001417289],"category_scores_gemma":[0.0004065236,0.000106834,0.00009968058,0.004042944,0.00003114819,0.0001279431,0.0001041103,0.0008326198,0.000004439748],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01611267,"about_ca_system_score_gemma":0.06240637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999787,"about_ca_topic_score_gemma":0.9999967,"domain_scores_codex":[0.996349,0.0008826878,0.000873775,0.0003896924,0.0006206241,0.0008841573],"domain_scores_gemma":[0.9983925,0.0004931291,0.0001562383,0.0004221719,0.0001810188,0.0003549349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001059931,0.00004002216,0.9873644,0.0001619509,0.00007236655,0.00005543783,0.009389644,0.0001452922,8.322723e-8,0.0002599383,0.001529078,0.0009712451],"study_design_scores_gemma":[0.0002906576,0.0000534004,0.987384,0.0001131834,0.00001911947,8.014705e-7,0.01051339,0.000169605,3.558486e-8,0.00001394965,0.001352683,0.00008914558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910015,0.0002431412,0.000003252892,0.004937556,0.001797903,0.001161553,0.000243776,0.00001848824,0.0005928395],"genre_scores_gemma":[0.9990603,0.000004990341,0.000005152254,0.0005018974,0.0001074957,0.0001004533,0.00004925347,0.00001444993,0.0001560012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04629371,"threshold_uncertainty_score":0.9876643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2748635685303701,"score_gpt":0.5114822801728953,"score_spread":0.2366187116425252,"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."}}