{"id":"W4409462983","doi":"10.1002/ejhf.3667","title":"Late Diagnosis in Cancer Sparks Outrage—So Why Not Heart Failure?","year":2025,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Outrage; Medicine; Heart failure; Internal medicine; Cancer; Cardiology","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":[0.004848673,0.0002328162,0.001052723,0.0005329331,0.002075597,0.003840646,0.0006517047,0.004475693,0.007260829],"category_scores_gemma":[0.0308113,0.0001857719,0.0006443826,0.0005306542,0.001861518,0.004088975,0.001719409,0.008387629,0.001832639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694829,"about_ca_system_score_gemma":0.003541395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003684469,"about_ca_topic_score_gemma":0.007085558,"domain_scores_codex":[0.9977766,0.0008401298,0.0001595309,0.0002009867,0.000486462,0.0005363275],"domain_scores_gemma":[0.9855699,0.004084941,0.001629117,0.0003967536,0.002452086,0.005867173],"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":[0.001135851,0.0004623902,0.1158813,0.001248177,0.0003860949,0.001545541,0.002649933,0.000159355,0.001083044,0.01356652,0.544645,0.3172368],"study_design_scores_gemma":[0.0005682734,0.00158997,0.252473,0.007994512,0.0007299175,0.003849404,0.01193005,0.0004595178,0.0007257446,0.07193407,0.6474651,0.0002804036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02564179,0.04807381,0.0005736426,0.888504,0.02245528,0.00001583697,0.0002403499,0.00006593337,0.01442943],"genre_scores_gemma":[0.4798688,0.0415661,0.001070199,0.3988688,0.06851793,0.0000565642,0.0004186042,0.0001493894,0.009483672],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007260829,"threshold_uncertainty_score":0.02564257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779124256423512,"score_gpt":0.2811026936717828,"score_spread":0.2633114511075477,"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."}}