{"id":"W4366964672","doi":"10.2196/44027","title":"Novel Versus Conventional Sequencing of β-Blockers, Sodium/Glucose Cotransportor 2 Inhibitors, Angiotensin Receptor-Neprilysin Inhibitors, and Mineralocorticoid Receptor Antagonists in Stable Patients With Heart Failure With Reduced Ejection Fraction (NovCon Sequencing Study): Protocol for a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MRAS; Protocol (science); Medicine; Alternative medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01387706,0.004292777,0.008460018,0.001140503,0.001556664,0.002905795,0.002390681,0.004239972,0.03678114],"category_scores_gemma":[0.01132142,0.00153796,0.004843959,0.001648088,0.002137309,0.002699495,0.001385043,0.004987743,0.005309382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002437411,"about_ca_system_score_gemma":0.005761009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135218,"about_ca_topic_score_gemma":0.002979726,"domain_scores_codex":[0.9927529,0.004190274,0.0008635395,0.0008286043,0.0006071386,0.000757519],"domain_scores_gemma":[0.9952503,0.001086279,0.001396247,0.0005939188,0.0008077522,0.000865565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9830809,0.003137532,0.00032064,0.002986633,0.001385705,0.00003633779,0.0000575701,0.0003077721,0.0007930329,0.0004584717,0.002398587,0.005036859],"study_design_scores_gemma":[0.9823936,0.01186289,0.0006976465,0.000382268,0.0007252625,0.00001645908,0.00002696416,0.0003652404,0.0001599594,0.0005467026,0.002797472,0.00002552769],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03493884,0.002639906,0.002703453,0.001120737,0.001681567,0.9474936,0.005475394,0.0002478517,0.003698659],"genre_scores_gemma":[0.03080137,0.0007997488,0.003381694,0.001001342,0.0003249575,0.9606753,0.001068974,0.00002462878,0.001922007],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03678114,"threshold_uncertainty_score":0.1230451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07375405825216926,"score_gpt":0.4101793375806432,"score_spread":0.3364252793284739,"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."}}