{"id":"W1981722559","doi":"10.1542/peds.2007-1856","title":"B-Type Natriuretic Peptide in the Emergency Diagnosis of Critical Heart Disease in Children","year":2008,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Natriuretic peptide; Cohort; Internal medicine; Heart disease; Heart failure; Cardiology; Ductus arteriosus; Pediatrics","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":[0.000198374,0.0001031004,0.0001897793,0.0002073615,0.00003232712,0.000002373642,0.00007748295,0.00004027677,0.0001565894],"category_scores_gemma":[0.0006512814,0.00007441927,0.00007212668,0.0006933972,0.00004887748,0.00004357646,0.00003133229,0.0001431787,0.00004778305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003240753,"about_ca_system_score_gemma":0.00007524533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001960532,"about_ca_topic_score_gemma":0.00002225931,"domain_scores_codex":[0.9989518,0.00006527755,0.0002790122,0.0001673003,0.0003134013,0.0002232108],"domain_scores_gemma":[0.9994538,0.0001422467,0.00002183647,0.0002362521,0.00004518069,0.000100642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000369674,0.0007625146,0.9749758,0.00006960968,0.000004360301,0.0001042938,0.0003106607,0.000005752301,8.72397e-7,0.0001941282,0.02348736,0.00004766306],"study_design_scores_gemma":[0.0006227815,0.0001462597,0.9971309,0.000009666155,0.0001334762,0.000009467393,0.00003653916,0.0000171135,0.00000381772,0.0001774915,0.001641812,0.0000707073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859957,0.002128824,0.000004557868,0.01096218,0.00009644748,0.0005107051,0.000005663817,0.00001497995,0.0002809104],"genre_scores_gemma":[0.9967251,0.002246747,0.0003126833,0.0003180314,0.0002050566,0.00005391683,0.00001867806,0.00001019863,0.0001096052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02215505,"threshold_uncertainty_score":0.3034729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981232968757587,"score_gpt":0.2927434080201294,"score_spread":0.2729310783325536,"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."}}