{"id":"W2096258732","doi":"10.1002/jhm.2025","title":"Influence of neighborhood household income on early death or urgent hospital readmission","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Socioeconomic status; Comorbidity; Hospital medicine; Household income; Emergency medicine; Emergency department; Population; Hospital admission; Health care; Charlson comorbidity index; Demography; Environmental health; Family medicine; Internal medicine; Psychiatry","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":[0.000787911,0.0001294795,0.0001963928,0.0004060914,0.000277735,0.0004474176,0.0002566932,0.0002024971,0.001979821],"category_scores_gemma":[0.00479831,0.00009217083,0.0003908637,0.0003640765,0.0002259222,0.0002187227,0.0005119769,0.0002994818,0.0001309596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132265,"about_ca_system_score_gemma":0.0003489346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007571703,"about_ca_topic_score_gemma":0.01209466,"domain_scores_codex":[0.9993553,0.0002922799,0.00005700434,0.00008417251,0.00008467629,0.0001266163],"domain_scores_gemma":[0.9970623,0.000910002,0.001145436,0.000164834,0.0002295421,0.0004879718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006287867,0.00002028019,0.9986357,0.000005297907,0.00005790307,0.00002750806,0.00002002229,0.00004221824,0.0000286074,0.00002357444,0.00006422832,0.00101165],"study_design_scores_gemma":[0.000001846552,0.00003103674,0.9996071,0.000005489251,0.00001886131,0.00003537537,0.00005965659,0.0001439339,0.00001960353,0.0000251996,0.0000506453,0.000001175718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989955,0.0001611497,0.00004582641,0.0001038423,0.00000503996,0.000002174065,0.0001951425,0.000001624907,0.0004897711],"genre_scores_gemma":[0.9998308,0.00003109922,0.00001626062,0.000009346446,0.000003103136,0.000001208419,0.00007471658,4.183907e-7,0.00003305053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007571703,"threshold_uncertainty_score":0.01505524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390810832651994,"score_gpt":0.3165063626656862,"score_spread":0.2925982543391663,"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."}}