{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000801885,0.0001574027,0.0005199719,0.0001695863,0.0001739599,0.00002548064,0.000394515,0.0001214171,0.0004756961],"category_scores_gemma":[0.003376099,0.00009269338,0.0001073203,0.0002693761,0.0002184176,0.0005053381,0.00003913113,0.0003419039,0.00001416007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537155,"about_ca_system_score_gemma":0.0004852559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003665513,"about_ca_topic_score_gemma":0.00002153393,"domain_scores_codex":[0.9973968,0.0001055311,0.0008682638,0.0001331315,0.001080316,0.0004159213],"domain_scores_gemma":[0.9974132,0.0003935075,0.0007276607,0.0001791741,0.0004329788,0.0008535194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001566887,0.0005762361,0.9554186,0.0001673572,0.0000772804,0.0001439748,0.01649256,0.00005963338,0.0000541569,0.009235456,0.01275132,0.004866694],"study_design_scores_gemma":[0.0009173202,0.005753865,0.9834972,0.001228762,0.00003095526,0.000004078294,0.003187022,0.000002746193,0.00005807374,0.001518445,0.003662558,0.0001389515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962538,0.0003912213,0.000009288296,0.03404284,0.001170652,0.0003071785,0.000003007164,0.00001588558,0.001521895],"genre_scores_gemma":[0.9961953,0.0008044604,0.0001043424,0.001615988,0.0008863344,0.000004577171,3.533821e-7,0.00001542313,0.0003732048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03365728,"threshold_uncertainty_score":0.5541183,"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."}}