{"id":"W4406299476","doi":"10.1177/21501351241297710","title":"Staged Approach: The Role of Delayed Repair Following Complete Unifocalization of Major Aortopulmonary Collateral Arteries with Ventricular Septal Defect and Pulmonary Atresia","year":2025,"lang":"en","type":"review","venue":"World Journal for Pediatric and Congenital Heart Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Pulmonary atresia; Medicine; Pulmonary artery; Cardiology; Internal medicine; Surgery; Population; Shunt (medical)","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":[0.0004707804,0.0004109611,0.000500389,0.0004665655,0.0002958671,0.0006957083,0.0005444426,0.0005389061,0.002072285],"category_scores_gemma":[0.002553789,0.0001181338,0.0003844218,0.0002526365,0.00030227,0.0006743704,0.0005676294,0.0007290735,0.000291434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326493,"about_ca_system_score_gemma":0.0007739648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000490029,"about_ca_topic_score_gemma":0.0007702234,"domain_scores_codex":[0.9998059,0.00004233339,0.00002715208,0.00005326574,0.00003019369,0.00004119867],"domain_scores_gemma":[0.9982579,0.0004550757,0.0004153776,0.0001221303,0.0001502885,0.0005991154],"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":[0.006527921,0.0007914839,0.2312427,0.001273183,0.0002856985,0.02537125,0.0005892768,0.001545269,0.01060791,0.0009360027,0.003024184,0.7178051],"study_design_scores_gemma":[0.0007817001,0.01917369,0.6089075,0.002670871,0.0005833501,0.3189238,0.001913812,0.008259427,0.008401279,0.004437206,0.02566592,0.0002813935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9030766,0.07280588,0.01388683,0.002128944,0.0008980441,0.0001191586,0.0001590713,0.0002028677,0.006722644],"genre_scores_gemma":[0.9864655,0.007955628,0.003712936,0.0002877522,0.000618892,0.00003443038,0.0001675084,0.00001757129,0.0007398063],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002072285,"threshold_uncertainty_score":0.006932437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833920661399379,"score_gpt":0.2721175156168986,"score_spread":0.2537783090029048,"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."}}