{"id":"W2129102328","doi":"10.1373/clinchem.2014.223057","title":"Natriuretic Peptides in Heart Failure","year":2014,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital; University of Toronto","funders":"Roche","keywords":"Heart failure; Natriuretic peptide; Medicine; Internal medicine; Cardiology; Vasodilation; Volume overload; Heart disease; Diuretic; Brain natriuretic peptide","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":[0.000466101,0.0001158959,0.0003336376,0.00001853699,0.00001917564,0.00001008141,0.00006139206,0.0001621346,0.0003519816],"category_scores_gemma":[0.0005866459,0.00009581624,0.0001529606,0.0001001172,0.00008374095,0.00002243322,0.00004462419,0.0002978168,0.0002612158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003222895,"about_ca_system_score_gemma":0.00003805101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004089154,"about_ca_topic_score_gemma":0.00000487394,"domain_scores_codex":[0.9989455,0.00003213593,0.000378732,0.0002844072,0.0001453245,0.0002138488],"domain_scores_gemma":[0.9992257,0.0001975549,0.00003423759,0.0003324362,0.00002716284,0.0001828886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009238187,0.0006344134,0.8216494,0.000289948,0.00005239453,0.00005168968,0.00001883909,0.000001142695,0.002403307,0.0001384831,0.1715664,0.003101535],"study_design_scores_gemma":[0.003305587,0.0001884606,0.05109946,0.000170973,0.00008204064,0.00002215632,0.00005714138,0.0001266061,0.004623413,0.0003913636,0.9397578,0.0001749531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525881,0.0000605355,0.0000140579,0.03157332,0.00006855065,0.0001848248,6.899233e-7,0.00008388102,0.01542599],"genre_scores_gemma":[0.9904826,0.00001383149,0.003097276,0.001173703,0.0004037118,0.00001566768,0.00001780576,0.00001345888,0.004781949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.77055,"threshold_uncertainty_score":0.3907273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505243979655871,"score_gpt":0.3406726931664752,"score_spread":0.3156202533699166,"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."}}