{"id":"W4317952706","doi":"10.1007/s11606-023-08024-7","title":"“I Had Bills to Pay”: a Mixed-Methods Study on the Role of Income on Care Transitions in a Public-Payer Healthcare System","year":2023,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Toronto Rehabilitation Institute; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Odds; Logistic regression; Salary; Health care; Family medicine; Public health; Emergency department; Odds ratio; Household income; Gerontology; Demography; 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":[0.03635041,0.0008545736,0.001624958,0.001859402,0.001710448,0.002156453,0.00143184,0.001518611,0.00246736],"category_scores_gemma":[0.03306221,0.0007986287,0.004127317,0.002240839,0.001116865,0.002312396,0.001668956,0.001070269,0.0002657535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002222065,"about_ca_system_score_gemma":0.002896223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01359965,"about_ca_topic_score_gemma":0.01453363,"domain_scores_codex":[0.9627031,0.02972629,0.002288316,0.002256375,0.001748379,0.00127756],"domain_scores_gemma":[0.9766763,0.01410372,0.005408003,0.001925483,0.001215517,0.0006710219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.01573309,0.006812797,0.9170101,0.003028315,0.01338674,0.0003128099,0.009903768,0.0002908163,0.000357066,0.0009039875,0.00219998,0.03006051],"study_design_scores_gemma":[0.005488747,0.0278914,0.9162255,0.003417018,0.01122636,0.0004845593,0.02329074,0.004888994,0.0006210686,0.001754694,0.004480227,0.000230722],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899446,0.004121693,0.001794786,0.0005344117,0.00009683116,0.001883818,0.0009383458,0.000012618,0.0006728951],"genre_scores_gemma":[0.9915113,0.0009702886,0.002135972,0.001061741,0.00008385989,0.003256018,0.000563613,0.000008948552,0.0004082918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03635041,"threshold_uncertainty_score":0.1922417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08234054379958351,"score_gpt":0.3763467013144754,"score_spread":0.2940061575148919,"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."}}