{"id":"W4403307722","doi":"10.1093/ehjqcco/qcae086","title":"Standardized and hierarchically classified heart failure and complementary disease monitoring outcome measures: European Unified Registries for Heart Care Evaluation and Randomised Trials (EuroHeart)","year":2024,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"Novartis Pharma; European Association of Cardiovascular Imaging; Daiichi Sankyo Europe; Edwards Lifesciences; Bayer; Amgen","keywords":"Heart failure; Medicine; Outcome (game theory); Intensive care medicine; Clinical trial; Heart disease; MEDLINE; Physical therapy; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3890871,0.001807345,0.006795308,0.005984949,0.001367948,0.004921752,0.003517624,0.004262997,0.00344982],"category_scores_gemma":[0.3866091,0.001255254,0.00865397,0.009799017,0.002927706,0.004310996,0.007469419,0.003769047,0.0009749355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004126533,"about_ca_system_score_gemma":0.01829903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904514,"about_ca_topic_score_gemma":0.002973798,"domain_scores_codex":[0.3909532,0.4879896,0.08249108,0.008360712,0.02784353,0.002361829],"domain_scores_gemma":[0.6791642,0.1460762,0.08621857,0.04867514,0.03691386,0.002952073],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03302592,0.001826417,0.06038156,0.2533899,0.04670465,0.0002083786,0.005170207,0.007829952,0.002073307,0.08570518,0.08578303,0.4179015],"study_design_scores_gemma":[0.1461021,0.01142894,0.2627553,0.1701736,0.05525399,0.0008502621,0.003083043,0.01756569,0.004987439,0.06971855,0.2567733,0.001307946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.05306146,0.07865453,0.3342043,0.01347918,0.005027475,0.4619437,0.03759237,0.001232639,0.0148043],"genre_scores_gemma":[0.1162932,0.008031081,0.3533673,0.004319842,0.0005448631,0.4990742,0.0172825,0.0001926979,0.0008942754],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3890871,"threshold_uncertainty_score":0.7533644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3001484336589592,"score_gpt":0.5028412904157149,"score_spread":0.2026928567567557,"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."}}