{"id":"W4399982543","doi":"10.1002/ejhf.3342","title":"What's New in Heart Failure? May–June 2024","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Library science; Heart failure; Humanities; Family medicine; Internal medicine; Art","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":[0.002510379,0.0005297771,0.0007128083,0.001306616,0.001040354,0.004686902,0.0007321031,0.003184419,0.0578469],"category_scores_gemma":[0.006775698,0.0002333164,0.000724563,0.0009268364,0.001281501,0.004274422,0.00118046,0.005385168,0.02084237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441759,"about_ca_system_score_gemma":0.002135255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177684,"about_ca_topic_score_gemma":0.004911286,"domain_scores_codex":[0.9990361,0.0002459711,0.0001276228,0.0001136036,0.0003463668,0.000130365],"domain_scores_gemma":[0.9960645,0.000813261,0.0003028405,0.0001265611,0.001366015,0.001326938],"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":[0.0001218077,0.00003886767,0.0005074604,0.0007504857,0.0000202606,0.0001696885,0.00006297118,0.00004019239,0.000175586,0.003113375,0.8088129,0.1861864],"study_design_scores_gemma":[0.00001273766,0.00002994047,0.0008161463,0.0009582357,0.0000101663,0.0002847168,0.0001186089,0.00001946272,0.00003861168,0.00101386,0.9966879,0.000009638561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000598237,0.2997407,0.0005656842,0.3631346,0.3035941,0.00003090901,0.0003243019,0.0001345654,0.03187692],"genre_scores_gemma":[0.007775118,0.3328546,0.001125546,0.1800562,0.4129492,0.00005129843,0.0004775362,0.0001049798,0.0646056],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0578469,"threshold_uncertainty_score":0.1935171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705120804222059,"score_gpt":0.2736292731953586,"score_spread":0.256578065153138,"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."}}