{"id":"W2791132420","doi":"10.1016/j.jchf.2018.02.007","title":"Natriuretic Peptides as Biomarkers of Treatment Response in Clinical Trials of Heart Failure","year":2018,"lang":"en","type":"review","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Heart failure; Clinical trial; Internal medicine; Percentile; Placebo; Randomization; Natriuretic peptide; Hazard ratio; Clinical endpoint; Cardiology; Confidence interval; Pathology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01291003,0.001160535,0.01055692,0.001595976,0.00007233211,0.00003504191,0.0003099857,0.001444956,0.0009380959],"category_scores_gemma":[0.005247425,0.0007982546,0.004487326,0.001343734,0.0005152127,0.0001177746,0.0001796932,0.0006636368,0.0006019074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006873241,"about_ca_system_score_gemma":0.002893039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000333085,"about_ca_topic_score_gemma":0.0001999506,"domain_scores_codex":[0.9848799,0.006154837,0.006047667,0.001286524,0.0007944286,0.0008366768],"domain_scores_gemma":[0.9909179,0.004927659,0.001512122,0.001805467,0.0002910582,0.0005457703],"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":[0.007731421,0.004090264,0.00402435,0.03203748,0.008385052,0.0003086384,0.000439336,7.296175e-7,0.0001687643,0.0001839425,0.779393,0.163237],"study_design_scores_gemma":[0.004543916,0.007249119,0.0003361054,0.01915698,0.004443368,0.0001399459,0.0002071155,0.000002228047,0.00006549565,0.00002946307,0.9633339,0.0004923408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005182089,0.9662505,0.000004125733,0.01716034,0.0005653079,0.01020025,0.0002402858,0.0001333992,0.0002637536],"genre_scores_gemma":[0.001942356,0.9727402,0.02076019,0.0002466773,0.000850247,0.0006270431,0.0003838543,0.0002274526,0.002221959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1839409,"threshold_uncertainty_score":0.9999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360250243083055,"score_gpt":0.4605200653078357,"score_spread":0.3244950409995302,"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."}}