{"id":"W4387009738","doi":"10.1016/j.jacc.2023.07.020","title":"Outcomes After Hybrid Palliation for Infants With Critical Left Heart Obstruction","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Hypoplastic left heart syndrome; Norwood procedure; Fontan procedure; Palliative care; Cardiology; Surgery; Tricuspid atresia; Regurgitation (circulation); Heart transplantation; Internal medicine; Transplantation; Heart failure; Heart 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":[0.0006006071,0.0002876716,0.0006202089,0.0005274889,0.0005546086,0.001142353,0.0004096401,0.0006312284,0.001588174],"category_scores_gemma":[0.003353916,0.0001107066,0.001003963,0.0005402971,0.0005092825,0.0007840784,0.0008583561,0.001017362,0.000156857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008648168,"about_ca_system_score_gemma":0.0005212953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137187,"about_ca_topic_score_gemma":0.002865876,"domain_scores_codex":[0.9993267,0.0001458233,0.00008125257,0.00008929638,0.0001130832,0.0002438836],"domain_scores_gemma":[0.9981103,0.0005502232,0.0006000008,0.0001064538,0.0001120058,0.0005210611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00260665,0.0005946173,0.952201,0.0002874375,0.0007891099,0.003312586,0.0006164201,0.0005607641,0.0006335374,0.00111969,0.002313727,0.03496455],"study_design_scores_gemma":[0.0002395668,0.002820126,0.9873381,0.000266974,0.0003481754,0.004932092,0.001396186,0.0005549199,0.0002995433,0.0007303201,0.001039716,0.00003423903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958735,0.001646811,0.0001023854,0.0003728648,0.00005824448,0.000009795903,0.0003539117,0.00000470043,0.001577588],"genre_scores_gemma":[0.9981779,0.000600386,0.00008228038,0.0001157609,0.00008789988,0.00001555958,0.000732623,0.000003494767,0.0001840811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001588174,"threshold_uncertainty_score":0.0062747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514707754767318,"score_gpt":0.3120173961897461,"score_spread":0.2968703186420729,"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."}}