{"id":"W7132422131","doi":"","title":"Preoperative management and postoperative outcomes in abdominal surgery of the neonate:A multidisciplinary approach of congenital duodenal obstruction, necrotizing enterocolitis and iodinated contrast induced hypothyroidism","year":2025,"lang":"en","type":"other","venue":"UvA-DARE (University of Amsterdam)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Abdominal surgery; Necrotizing enterocolitis; Multidisciplinary approach; Cardiac surgery; Pediatric surgery; Ultrasonography","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":[0.0002942945,0.0001206771,0.000171408,0.0002942549,0.0002649033,0.0003649312,0.0001022646,0.0002315723,0.00228881],"category_scores_gemma":[0.001249706,0.00004484444,0.0001568134,0.000193837,0.0000896295,0.0001567421,0.0005742252,0.0003631512,0.000306901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519435,"about_ca_system_score_gemma":0.0006313316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000566876,"about_ca_topic_score_gemma":0.001341572,"domain_scores_codex":[0.999845,0.00005101441,0.00002222211,0.00001661006,0.00003295218,0.0000322013],"domain_scores_gemma":[0.9997383,0.00004882865,0.00007024195,0.000004746817,0.00003479139,0.000103173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006058851,0.0006035184,0.5493429,0.001249142,0.0001343224,0.008473339,0.002044683,0.0005528544,0.003929254,0.001290666,0.01311914,0.4186542],"study_design_scores_gemma":[0.00007230589,0.001470118,0.9199185,0.004697117,0.0002324557,0.02707977,0.006973756,0.0008943,0.001788652,0.001590537,0.03523519,0.00004722985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215621,0.04502542,0.001795379,0.006899949,0.0004798788,0.00008994571,0.0003327821,0.00004054313,0.02377394],"genre_scores_gemma":[0.9474068,0.04164062,0.004313943,0.0005919473,0.0002767758,0.0001447178,0.0004658481,0.00002160227,0.005137626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00228881,"threshold_uncertainty_score":0.007656872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230361951269011,"score_gpt":0.2075866096015204,"score_spread":0.1952829900888303,"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."}}