{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001642244,0.0004293914,0.0008472879,0.0006570131,0.0003525635,0.001013055,0.0006428145,0.001378655,0.004048612],"category_scores_gemma":[0.002903337,0.0001039805,0.0003586484,0.0006146485,0.0007409768,0.0008878464,0.001026251,0.003166539,0.002075464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005973743,"about_ca_system_score_gemma":0.001391966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383534,"about_ca_topic_score_gemma":0.001386005,"domain_scores_codex":[0.9992356,0.0002635463,0.0001069442,0.00006935761,0.0002496591,0.00007486976],"domain_scores_gemma":[0.9990183,0.0003358733,0.0001576974,0.00004189304,0.0002344926,0.0002117069],"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":[0.0004554369,0.0002264639,0.01289831,0.003850381,0.0002374206,0.002977009,0.0005192938,0.0003303285,0.001489039,0.02251887,0.2316011,0.7228963],"study_design_scores_gemma":[0.0001853008,0.0004955182,0.04044833,0.007943332,0.0001772973,0.01665982,0.0004363416,0.0003900781,0.0003984206,0.03002225,0.9027768,0.00006668806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003580773,0.9215804,0.00105081,0.04596225,0.007349367,0.00004249183,0.000202829,0.00005737927,0.02017367],"genre_scores_gemma":[0.06366234,0.8532898,0.002468908,0.03434078,0.03487491,0.0001433379,0.0007609981,0.00003167712,0.01042733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004048612,"threshold_uncertainty_score":0.01354396,"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."}}