{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008984922,0.0001954615,0.000244196,0.0005531078,0.0002599172,0.0006145911,0.0002602733,0.000290774,0.001614426],"category_scores_gemma":[0.001787581,0.0001187976,0.0004699223,0.0007041935,0.0002734457,0.0004392557,0.0005388126,0.0004157773,0.0002605278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084802,"about_ca_system_score_gemma":0.0002134605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003941075,"about_ca_topic_score_gemma":0.004928222,"domain_scores_codex":[0.9996494,0.0001086371,0.00006606055,0.00004948094,0.00004897397,0.00007747148],"domain_scores_gemma":[0.9985822,0.0002213153,0.0006627406,0.00008550127,0.0001494474,0.000298852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007090337,0.00002471878,0.9989134,0.000007465289,0.00004515023,0.00002914223,0.00007218042,0.00001867418,0.00003863624,0.00001034614,0.00005549105,0.0007139044],"study_design_scores_gemma":[0.00000518744,0.00006234092,0.999414,0.000006247599,0.00002007409,0.00006698111,0.0002273522,0.00008820166,0.00001683575,0.00001429111,0.00007591894,0.000002766038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989561,0.0001257085,0.00001928231,0.00004526503,0.000004141319,0.000002828352,0.0002963291,0.00000152014,0.0005488067],"genre_scores_gemma":[0.999617,0.00004897587,0.00001084585,0.00002651491,0.000004043733,0.000003683764,0.0002079464,5.911873e-7,0.00008041267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003941075,"threshold_uncertainty_score":0.007836282,"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."}}