{"id":"W4390082295","doi":"10.1093/geroni/igad104.1547","title":"UTILIZATION OF ELDER CARE AMONG PEOPLE LIVING WITH DEMENTIA IN SWEDEN: A REGISTER-BASED STUDY","year":2023,"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":"","funders":"","keywords":"Dementia; Multinomial logistic regression; Medicine; Gerontology; Quarter (Canadian coin); Demography; Logistic regression; Marital status; Socioeconomic status; Cohabitation; Disease; Environmental health; Geography; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001302649,0.0003138815,0.0006629725,0.002707005,0.0005821849,0.001375021,0.0005214496,0.0006185135,0.001115991],"category_scores_gemma":[0.00358132,0.0004279315,0.0008768402,0.003921939,0.0002753135,0.0006939076,0.0009511341,0.0004708336,0.0003944395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005252903,"about_ca_system_score_gemma":0.0006689149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02405749,"about_ca_topic_score_gemma":0.02599641,"domain_scores_codex":[0.9987859,0.0003465996,0.0003203533,0.0001741553,0.0002400697,0.0001329119],"domain_scores_gemma":[0.9974261,0.0004643959,0.001266265,0.0002667675,0.0003651036,0.0002113166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006510416,0.00003464871,0.9984729,0.00003081997,0.00007469704,0.00007244942,0.0002011304,0.0000184632,0.00004901887,0.0000106848,0.00009717036,0.0008729522],"study_design_scores_gemma":[0.00000989415,0.00007490684,0.9985871,0.00003212352,0.00005746194,0.000158833,0.0007003362,0.0001003458,0.00002647994,0.00001623554,0.0002312748,0.000005029623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981121,0.0003515981,0.00005058344,0.00002484049,0.000006903964,0.00001336529,0.001101419,0.00000359486,0.0003357098],"genre_scores_gemma":[0.9976512,0.0003934656,0.0001012714,0.00002608852,0.00001185982,0.00003879486,0.00153276,0.000002773722,0.0002417572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02405749,"threshold_uncertainty_score":0.04783487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389996060682874,"score_gpt":0.4025538446314407,"score_spread":0.3286538840246119,"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."}}