{"id":"W4414169200","doi":"10.1016/j.healun.2025.06.004","title":"Authors Insights on the Updated International Society for Heart and Lung Transplantation Guidelines for the Management of Pediatric Heart Failure (Update From 2014)","year":2025,"lang":"en","type":"review","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Heart failure; Lung transplantation; Heart disease; Management of heart failure; Heart transplantation; Heart-Lung Transplantation; Lung disease","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":[0.003108834,0.0008529376,0.001941831,0.005170164,0.0003396693,0.002123809,0.001277416,0.001825644,0.01075856],"category_scores_gemma":[0.01088631,0.0003414403,0.002088754,0.003801598,0.0003176544,0.001818907,0.001500143,0.003278013,0.004360616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046896,"about_ca_system_score_gemma":0.005074601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004316526,"about_ca_topic_score_gemma":0.01018713,"domain_scores_codex":[0.9982724,0.0003136831,0.0004325484,0.0001243963,0.0007180428,0.0001388953],"domain_scores_gemma":[0.9949999,0.001598029,0.0009582357,0.00006146494,0.002122069,0.000260304],"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":[0.0001574288,0.00004570405,0.0003854086,0.02709318,0.0003858034,0.0001155452,0.00006398262,0.00009728851,0.0002735566,0.001187278,0.3576089,0.612586],"study_design_scores_gemma":[0.0001579346,0.0000733492,0.00184077,0.05071941,0.00107793,0.0006356791,0.00007482356,0.00005842065,0.0001821975,0.001253297,0.9438852,0.00004094257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.00008776881,0.9840693,0.0002327401,0.006607455,0.006608417,0.00003410979,0.0004911747,0.00002580214,0.001843142],"genre_scores_gemma":[0.0006043767,0.9873043,0.000528303,0.005503535,0.003838834,0.0000404161,0.000524365,0.00001035582,0.001645573],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01075856,"threshold_uncertainty_score":0.03599095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05389259002015616,"score_gpt":0.3938680929032854,"score_spread":0.3399755028831292,"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."}}