{"id":"W4393858572","doi":"10.1161/circoutcomes.123.010560","title":"Utilizing Quality of Life Adjusted Days Alive and Out of Hospital in Heart Failure Clinical Trials","year":2024,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; Canadian VIGOUR Centre; Toronto General Hospital; University of Alberta","funders":"","keywords":"Heart failure; Medicine; Clinical trial; Quality of life (healthcare); Intensive care medicine; Internal medicine; Emergency medicine; Nursing","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":[0.01261006,0.0001776238,0.00201143,0.0001698474,0.00003043471,0.00002356515,0.00003389868,0.0001793796,0.00001776101],"category_scores_gemma":[0.002935088,0.0001412942,0.001186626,0.0001807323,0.0001448318,0.0001111609,0.00005369184,0.0001640862,0.000003022774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000324844,"about_ca_system_score_gemma":0.00008760787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003528036,"about_ca_topic_score_gemma":0.00006317316,"domain_scores_codex":[0.9955652,0.001692042,0.001694541,0.0004105656,0.0004796381,0.0001579622],"domain_scores_gemma":[0.9979359,0.001240841,0.0001688971,0.0004146711,0.0001015033,0.000138184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007178754,0.0001489561,0.9775885,0.001587336,0.003346029,0.000008297971,0.001044878,0.0000218232,0.0001062212,0.004032441,0.0001510452,0.01189267],"study_design_scores_gemma":[0.002929207,0.00008030437,0.9894584,0.0001969434,0.0007869907,0.000001356406,0.001279535,0.0001324558,0.00004482003,0.0001973146,0.0047529,0.0001397831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834238,0.008232552,0.001270727,0.005542532,0.0003543134,0.001000264,0.00002447825,0.00005116625,0.0001001954],"genre_scores_gemma":[0.9985142,0.0003051503,0.0008550934,0.0001463964,0.0000887047,0.00001623884,0.00003924447,0.00001336975,0.00002165126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01509038,"threshold_uncertainty_score":0.5761809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2265908161615829,"score_gpt":0.4397556001799158,"score_spread":0.2131647840183329,"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."}}