{"id":"W2980189632","doi":"10.4081/monaldi.2019.1091","title":"The role of heart rate and ivabradine in acute heart failure","year":2019,"lang":"en","type":"review","venue":"Monaldi Archives for Chest Disease","topic":"Heart rate and cardiovascular health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Ivabradine; Heart failure; Cardiology; Internal medicine; Medicine; Sinus rhythm; Ejection fraction; Heart rate; Atrial fibrillation; Blood pressure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004326174,0.0003506802,0.001803216,0.0001617674,0.00009813716,0.00002202648,0.0001335228,0.00009853999,0.00000555751],"category_scores_gemma":[0.0001267337,0.0002264271,0.00121029,0.0001719861,0.000197131,0.00004333805,0.00008466009,0.0003596431,0.00001614544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002842009,"about_ca_system_score_gemma":0.0009682575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001317689,"about_ca_topic_score_gemma":0.000005675709,"domain_scores_codex":[0.9980266,0.0002774588,0.0005642302,0.0004644231,0.0002194257,0.0004478603],"domain_scores_gemma":[0.9979031,0.0007645825,0.0001140785,0.000701617,0.00002443878,0.0004921624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006663898,0.0002675185,0.001592911,0.07246116,0.001406525,0.00005756955,0.000163116,0.000001993569,0.0000784275,0.0005864495,0.002026361,0.9206916],"study_design_scores_gemma":[0.0006867052,0.0001281749,0.005647094,0.004813116,0.001748552,0.00004917807,0.00002706791,0.00006624152,0.000006094389,0.0004399879,0.9861944,0.000193429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008657836,0.9946573,0.000009042166,0.001607634,0.0000642544,0.002370304,0.0003277868,0.00001705504,0.00008077918],"genre_scores_gemma":[0.0006136471,0.997476,0.0003829929,0.0001795456,0.0001797797,0.0003313889,0.000364793,0.00007310334,0.0003987527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.984168,"threshold_uncertainty_score":0.9233429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135263401665554,"score_gpt":0.3142282922839157,"score_spread":0.2928756582672602,"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."}}