{"id":"W4308060937","doi":"10.1542/peds.2022-056415f","title":"Preoperative Management of Neonates With Congenital Heart Disease","year":2022,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Hemodynamics; Heart disease; Intensive care medicine; Ventricle; Disease; Great arteries; Cardiology; Blood flow; Pathophysiology; Internal medicine","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":[0.0004792422,0.0001956751,0.0002103038,0.0006259439,0.0004295236,0.0004831937,0.0002506325,0.0003935741,0.001437839],"category_scores_gemma":[0.003058839,0.00006900803,0.0001371745,0.0002820819,0.000250434,0.0005283429,0.0005192472,0.0008096089,0.0002012163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284946,"about_ca_system_score_gemma":0.0009173187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008003653,"about_ca_topic_score_gemma":0.00152565,"domain_scores_codex":[0.9997498,0.00009325759,0.00005325574,0.00001573771,0.00005415148,0.00003380682],"domain_scores_gemma":[0.9996177,0.0001750473,0.00006032505,0.00001092661,0.00005594334,0.00008008525],"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":[0.0002433032,0.0002082135,0.210043,0.00204686,0.00004305983,0.05618052,0.005187673,0.0007918167,0.005649921,0.008597676,0.02791221,0.6830957],"study_design_scores_gemma":[0.00003855711,0.0017001,0.3852294,0.01993013,0.0001476962,0.3097822,0.02611677,0.001084044,0.007346811,0.0130411,0.2354548,0.0001283196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.4335394,0.4627403,0.01012047,0.03292666,0.002744571,0.0002253841,0.0003307189,0.0001017734,0.05727081],"genre_scores_gemma":[0.726067,0.2553058,0.0104604,0.003158112,0.002070584,0.0001884097,0.0002939424,0.00002066312,0.00243522],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001437839,"threshold_uncertainty_score":0.004810035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152253399732297,"score_gpt":0.2561795368767684,"score_spread":0.2446570028794454,"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."}}