{"id":"W4407742172","doi":"10.1002/bsa3.70006","title":"Examining equity in service use across socioeconomic status in people with dementia","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Behavior & Socioeconomics of Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Institut National de Santé Publique du Québec; McGill University; Université de Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Socioeconomic status; Dementia; Equity (law); Business; Service (business); Gerontology; Medicine; Environmental health; Political science; Marketing; Disease; Internal medicine; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002041201,0.0002754474,0.0003445523,0.00217103,0.001429368,0.001118795,0.0007912351,0.0003488075,0.002469511],"category_scores_gemma":[0.0052665,0.0001457558,0.0006552875,0.003122756,0.0006132518,0.0007032017,0.001234102,0.0004298853,0.0001299104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006387158,"about_ca_system_score_gemma":0.005082382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7755167,"about_ca_topic_score_gemma":0.8453396,"domain_scores_codex":[0.998698,0.0003728089,0.0001099208,0.0001604483,0.0002486452,0.0004101081],"domain_scores_gemma":[0.9977702,0.0003307305,0.0007155247,0.000121871,0.0006836774,0.0003779904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002762438,0.00002984297,0.995565,0.00002679833,0.00008955355,0.00001391507,0.0003445088,0.00005939853,0.00001743807,0.00007833438,0.0003239253,0.00342366],"study_design_scores_gemma":[0.000003009961,0.00001809775,0.9989398,0.00003071648,0.00002182533,0.000010266,0.0005699497,0.0001297251,0.00001711411,0.00004633337,0.0002105187,0.000002625808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941135,0.0007425125,0.0001695483,0.0004166272,0.00001029444,0.00004970043,0.002670244,0.000003695415,0.001823816],"genre_scores_gemma":[0.9988666,0.0001454493,0.00009634307,0.00007230946,0.000005633574,0.00003132859,0.0006377415,7.864222e-7,0.0001439235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7755167,"threshold_uncertainty_score":0.4516106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05236425951856941,"score_gpt":0.3703409629735581,"score_spread":0.3179767034549887,"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."}}