{"id":"W2060553567","doi":"10.1016/j.amjcard.2010.10.015","title":"Effectiveness of Serial Increases in Amino-Terminal Pro–B-Type Natriuretic Peptide Levels to Indicate the Need for Mechanical Circulatory Support in Children With Acute Decompensated Heart Failure","year":2011,"lang":"en","type":"review","venue":"The American Journal of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Natriuretic peptide; Acute decompensated heart failure; Internal medicine; Cohort; Heart failure; Amino terminal; Heart transplantation; Transplantation; Cardiology; Prohormone; Ventricular assist device; Circulatory system","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":[0.0007092485,0.0006614745,0.002523616,0.0006610696,0.0001009394,0.0004777923,0.0007197541,0.0006521856,0.0009097709],"category_scores_gemma":[0.001572444,0.0002256423,0.0007562169,0.000476801,0.0003530978,0.0004609448,0.0001908614,0.001277878,0.0003443568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151165,"about_ca_system_score_gemma":0.0004986421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006778858,"about_ca_topic_score_gemma":0.001457598,"domain_scores_codex":[0.9997547,0.00005644827,0.00005708578,0.00004761434,0.000073098,0.00001109134],"domain_scores_gemma":[0.9988152,0.0007884385,0.0001897729,0.00001695858,0.0001519635,0.00003772292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001289149,0.0002242049,0.005678485,0.02087354,0.001522237,0.0003866667,0.00005371505,0.0003436522,0.002017478,0.0006257581,0.00750735,0.9594777],"study_design_scores_gemma":[0.004823057,0.009390032,0.210244,0.05361699,0.02112814,0.02743072,0.001025274,0.002686217,0.01235953,0.004985594,0.6517118,0.000598715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001752526,0.9976224,0.00009243593,0.0001422339,0.00008055326,0.000004674666,0.00002812962,0.000003125689,0.0002739058],"genre_scores_gemma":[0.01255489,0.9862899,0.0004182842,0.0002769882,0.0002090254,0.00001456638,0.0000748054,0.000002072285,0.0001594613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002523616,"threshold_uncertainty_score":0.00375092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394063006692482,"score_gpt":0.2858607097335871,"score_spread":0.2619200796666623,"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."}}