{"id":"W2914911099","doi":"10.1016/j.jchf.2018.11.005","title":"Income Inequality and Outcomes in Heart Failure","year":2019,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Heart failure; Inequality; Economic inequality; Internal medicine; Cardiology; Intensive care medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005510808,0.000355114,0.00090768,0.00031719,0.00006696732,0.00005845064,0.00008550823,0.0002320584,0.0008329487],"category_scores_gemma":[0.00009098391,0.0002811104,0.0001672657,0.0003744285,0.00005899169,0.0002659131,0.0001647507,0.0004191678,0.00101968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232552,"about_ca_system_score_gemma":0.00008750423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003523525,"about_ca_topic_score_gemma":0.0007151983,"domain_scores_codex":[0.9977807,0.0001293879,0.0004910273,0.0005930963,0.0004294023,0.000576381],"domain_scores_gemma":[0.9987578,0.0001453243,0.00005458175,0.0006874368,0.0000603465,0.0002945586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005349159,0.0002124,0.9664586,0.0002038698,0.00006624385,0.00002653656,0.000190719,0.000001845277,0.001316725,0.000474019,0.03076201,0.0002335455],"study_design_scores_gemma":[0.002563992,0.0002571128,0.6013399,0.0001199139,0.00003680927,0.00003343599,0.0002924462,0.00002923726,0.0002150339,0.00009753313,0.3948015,0.0002130725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8638566,0.00008830202,0.000008293725,0.1340886,0.0001320683,0.001325718,0.000008426865,0.0001403581,0.0003517241],"genre_scores_gemma":[0.9795786,0.000008715747,0.01492855,0.002525778,0.00009356684,0.00007093886,0.00003319326,0.00004133378,0.002719366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3651187,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411210835067802,"score_gpt":0.287230284073532,"score_spread":0.273118175722854,"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."}}