{"id":"W2103258661","doi":"10.1136/hrt.2005.060988","title":"Predictive value of plasma brain natriuretic peptide for cardiac outcome after vascular surgery","year":2006,"lang":"en","type":"letter","venue":"Heart","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Brain natriuretic peptide; Predictive value; Cardiology; Internal medicine; Natriuretic peptide; Cardiac surgery; Outcome (game theory); Surgery; Heart failure","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"],"consensus_categories":[],"category_scores_codex":[0.0009674939,0.0005212654,0.003360001,0.00036761,0.00004667283,0.00002140977,0.00009058739,0.001113012,0.00008865457],"category_scores_gemma":[0.0005780936,0.0004359176,0.005121474,0.0001979947,0.0001818716,0.00004870781,0.00003570509,0.000964004,0.00006848152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135012,"about_ca_system_score_gemma":0.0002536087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001048164,"about_ca_topic_score_gemma":0.000001495561,"domain_scores_codex":[0.9965991,0.0003159738,0.0009289868,0.0006224343,0.0008618708,0.0006716296],"domain_scores_gemma":[0.9935675,0.005144382,0.0001770169,0.0007441632,0.0002195112,0.0001474791],"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":[0.000206401,0.00004056063,0.1305572,0.001646286,0.0005359376,0.0005630826,0.00004613471,0.00001141036,0.00001569714,0.00003885607,0.8662927,0.00004571925],"study_design_scores_gemma":[0.0007493718,0.0001338969,0.08298495,0.0002595276,0.001216819,0.00006473598,0.000007512554,0.00002716909,0.0001050219,0.00003395784,0.9140481,0.0003689425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2686474,0.003715858,0.0002510239,0.7118177,0.002869549,0.004798106,0.001038588,0.00028696,0.006574776],"genre_scores_gemma":[0.07095946,0.00009527769,0.002002813,0.824653,0.0142827,0.001456089,0.002858302,0.0005955634,0.08309674],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1976879,"threshold_uncertainty_score":0.9998093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383847214071613,"score_gpt":0.2560875956148767,"score_spread":0.2422491234741605,"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."}}