{"id":"W4379794355","doi":"10.1016/j.jacasi.2023.03.015","title":"Patient-Reported Status and Heart Failure Outcomes in Asia by Sex, Ethnicity, and Socioeconomic Status","year":2023,"lang":"en","type":"article","venue":"JACC Asia","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research","keywords":"Medicine; Heart failure; Socioeconomic status; Internal medicine; Quality of life (healthcare); Visual analogue scale; Physical therapy; Demography; Population","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":[0.0001713503,0.0002097135,0.000448561,0.0001958832,0.00006429158,0.00003911521,0.00002275841,0.0001096446,0.0001213434],"category_scores_gemma":[0.00004162344,0.0001790608,0.00005277589,0.0001368959,0.00006436915,0.0001169353,0.0001119439,0.0001792959,0.00009640308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183245,"about_ca_system_score_gemma":0.00006107503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005066145,"about_ca_topic_score_gemma":0.0003261632,"domain_scores_codex":[0.9985359,0.00004909811,0.0003401061,0.0003831809,0.000165356,0.0005263057],"domain_scores_gemma":[0.9993551,0.00007568186,0.00006837673,0.0002298155,0.00001778435,0.0002532656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002630617,0.0000981257,0.9221501,0.00004709531,0.0001392861,0.00008380089,0.0009534847,7.741067e-7,0.000452399,0.00004484408,0.06808931,0.007914498],"study_design_scores_gemma":[0.002353672,0.0002387129,0.8587449,0.00002166004,0.00007285002,0.00001005148,0.002077448,0.00005690842,0.0002130686,0.00009116745,0.1359685,0.0001510447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850953,0.0001931885,0.000002341999,0.01295698,0.00007116601,0.0007483772,0.00002215753,0.0001461759,0.0007643414],"genre_scores_gemma":[0.9962673,0.0002121237,0.0005343729,0.0004955636,0.00002095976,0.00005964777,0.0001360586,0.00003041081,0.002243581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06787922,"threshold_uncertainty_score":0.7301887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534292742134166,"score_gpt":0.2860377362850256,"score_spread":0.270694808863684,"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."}}