{"id":"W4407101655","doi":"10.1038/s44325-025-00045-x","title":"Author Correction: Consistency of HFrEF treatment effect in underrepresented groups in randomized clinical trials","year":2025,"lang":"en","type":"article","venue":"npj Cardiovascular Health","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Randomized controlled trial; Consistency (knowledge bases); Medicine; Clinical trial; Psychology; Internal medicine; Computer science; Artificial intelligence","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":[0.07925609,0.003461316,0.005909357,0.006700477,0.003517305,0.008512683,0.006730205,0.01067903,0.07256794],"category_scores_gemma":[0.6279665,0.003189585,0.006018573,0.006960834,0.004501475,0.004289147,0.004680545,0.01647389,0.02230828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008271922,"about_ca_system_score_gemma":0.01539058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007354974,"about_ca_topic_score_gemma":0.007752848,"domain_scores_codex":[0.8926768,0.04630312,0.02865111,0.008289337,0.0213122,0.002767466],"domain_scores_gemma":[0.4579213,0.315357,0.03060918,0.02628715,0.1657031,0.004122248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002094407,0.000006731157,0.0001581627,0.001933091,0.0002633211,0.0001718774,0.000122885,0.0000853771,0.00005623237,0.001140325,0.9911384,0.004714097],"study_design_scores_gemma":[0.002965678,0.0001750303,0.00356547,0.01440713,0.002292932,0.001578838,0.0004468009,0.00254759,0.001370853,0.01691097,0.9532831,0.0004556385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002884523,0.00185882,0.0040245,0.07484639,0.911493,0.0002195995,0.005278182,0.0007550443,0.001236068],"genre_scores_gemma":[0.0497047,0.00984421,0.04476985,0.2605867,0.5308061,0.006401635,0.01153893,0.007359575,0.07898837],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07925609,"threshold_uncertainty_score":0.4191513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140485902771618,"score_gpt":0.5035072575617952,"score_spread":0.3630213547901772,"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."}}