{"id":"W2131687335","doi":"10.1503/cmaj.060236","title":"Natriuretic peptides in the diagnosis and management of heart failure","year":2006,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Asymptomatic; Intensive care medicine; Ambulatory; Natriuretic peptide; Management of heart failure; Hormone; Internal medicine; Bioinformatics; Cardiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001795247,0.0002088901,0.0008875432,0.0004015107,0.00009031298,0.00005066238,0.0001510302,0.0003935316,0.0003875457],"category_scores_gemma":[0.0001708127,0.0001316474,0.0002693433,0.0004021152,0.00004033092,0.00003737048,0.00002033794,0.000837506,0.00003446119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000771189,"about_ca_system_score_gemma":0.0009128833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318082,"about_ca_topic_score_gemma":0.01532446,"domain_scores_codex":[0.9973584,0.0002853055,0.0006750647,0.0001713573,0.001139703,0.0003700985],"domain_scores_gemma":[0.9988037,0.0002445465,0.0002440742,0.0001415991,0.00007772741,0.0004883297],"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":[0.000001044072,0.00006690272,0.005594939,0.003585797,0.0003984422,0.001107027,0.00005485388,6.336263e-8,1.650607e-9,0.0003332646,0.530266,0.4585916],"study_design_scores_gemma":[0.0005156405,0.00005588417,0.00211806,0.008039998,0.0008943708,0.0003594804,0.0001514779,7.587423e-7,1.35912e-8,0.00003076677,0.9877355,0.00009812924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007975662,0.950142,0.000001285963,0.04702839,0.0001420734,0.0009193553,0.00001579903,0.000005979111,0.001665325],"genre_scores_gemma":[0.0002025336,0.9971249,0.0003659837,0.00133738,0.0004028352,0.00009606247,0.00003450966,0.00001810066,0.0004177252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4584935,"threshold_uncertainty_score":0.8551408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205454517938544,"score_gpt":0.298281288806413,"score_spread":0.2777358370125586,"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."}}