{"id":"W4391589658","doi":"10.1097/hco.0000000000001111","title":"Editorial introductions","year":2024,"lang":"en","type":"article","venue":"Current Opinion in Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007135941,0.002556502,0.002054523,0.006359694,0.002813817,0.008709041,0.00322424,0.006411062,0.2055131],"category_scores_gemma":[0.06778913,0.0008816666,0.002633868,0.001942504,0.001562914,0.004715638,0.002921871,0.007255485,0.1324263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002878359,"about_ca_system_score_gemma":0.005356341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008628347,"about_ca_topic_score_gemma":0.001492157,"domain_scores_codex":[0.9918703,0.00131996,0.001028149,0.001169268,0.003942111,0.0006702889],"domain_scores_gemma":[0.9443377,0.01039448,0.004049258,0.002203753,0.03203278,0.00698206],"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":[0.00002165184,0.000007397376,0.00002306638,0.000233346,0.000004931734,0.00005266123,0.00001642824,0.00001689055,0.00003805235,0.0003401803,0.9868523,0.01239303],"study_design_scores_gemma":[0.00002358706,0.0000202615,0.0001041202,0.0005710367,0.00001052505,0.0001901619,0.00003990813,0.00004249163,0.00007455693,0.001131703,0.9977773,0.00001430121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007874387,0.005230517,0.0004825533,0.03296454,0.9474171,0.0001159497,0.0005023286,0.0003585515,0.0128498],"genre_scores_gemma":[0.001318412,0.008116532,0.0008124121,0.0320709,0.9040751,0.0001845555,0.0009824068,0.0003892287,0.05205032],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2055131,"threshold_uncertainty_score":0.6875099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564225501295236,"score_gpt":0.3721047833374112,"score_spread":0.3264625283244588,"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."}}