{"id":"W2048940160","doi":"10.1016/j.jpedsurg.2010.02.002","title":"Is routine preoperative 2-dimensional echocardiography necessary for infants with esophageal atresia, omphalocele, or anorectal malformations?","year":2010,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Omphalocele; Perioperative; Heart disease; Physical examination; Pulmonary atresia; Surgery; Tachypnea; Intubation; Atresia; Cardiology; Internal medicine; Tachycardia; Pregnancy; Fetus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009640168,0.0002470027,0.0007559697,0.0008768895,0.0001479186,0.00002736823,0.0001076496,0.0001904645,0.0002455691],"category_scores_gemma":[0.0003706312,0.0001513725,0.000508828,0.0007687604,0.00009170557,0.0004257571,0.00002954557,0.0005842106,0.0000110102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002087243,"about_ca_system_score_gemma":0.0007108591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006706824,"about_ca_topic_score_gemma":0.000003848399,"domain_scores_codex":[0.9980285,0.00007318754,0.0008167798,0.0002109675,0.0005069827,0.0003636437],"domain_scores_gemma":[0.9972757,0.0008810326,0.0006107409,0.0001944234,0.0007437017,0.0002944635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002942617,0.0002609091,0.9263894,0.0001110876,0.0002281791,0.0009022462,0.0002124681,0.00002007767,0.0001137946,0.000006145446,0.0676634,0.001149701],"study_design_scores_gemma":[0.004007163,0.001699395,0.9863588,0.00006158889,0.0009428115,0.004388519,0.00009429072,0.0001958796,0.001466518,0.0000822723,0.0004029795,0.0002997403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961264,0.001279416,0.0003660754,0.0007236561,0.0009556003,0.0003078392,0.00006010093,0.00002430329,0.0001566336],"genre_scores_gemma":[0.9872128,0.00019473,0.006275422,0.0008514686,0.005115943,0.00001542044,0.00002634961,0.00003130133,0.0002765772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06726042,"threshold_uncertainty_score":0.6172791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767094455329968,"score_gpt":0.2721331814034549,"score_spread":0.2544622368501552,"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."}}