{"id":"W4317566037","doi":"10.1007/s00383-022-05357-y","title":"The impact of intestinal atresia on educational and mental health outcomes in school-aged children: A case–control cohort study","year":2023,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research; Children's Hospital Research Institute of Manitoba; Cell Science Research Foundation","keywords":"Medicine; Mental health; Anxiety; Cohort; Pediatrics; Pediatric surgery; Depression (economics); Diagnostic Classification of Mental Health and Developmental Disorders of Infancy and Early Childhood; Population; Case-control study; Retrospective cohort study; Atresia; Psychiatry; Prevalence of mental disorders; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008380003,0.0001438207,0.0002775426,0.0006544053,0.0001363678,0.00002896486,0.00007117696,0.00002546319,0.0002855696],"category_scores_gemma":[0.001965502,0.0001022581,0.0001443404,0.0004577817,0.00005046048,0.00006909458,0.00002471762,0.000204827,0.00003056867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010767,"about_ca_system_score_gemma":0.0004279448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008011648,"about_ca_topic_score_gemma":0.0001062214,"domain_scores_codex":[0.9984696,0.0001281565,0.0005423208,0.0002272713,0.0004345281,0.0001981444],"domain_scores_gemma":[0.9977977,0.001587161,0.0002322051,0.0001241549,0.0001383719,0.0001204173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002650976,0.0003714015,0.9889624,0.000006456101,0.0001562143,0.00003568103,0.0001457611,0.0001045991,0.000001432483,0.00002708926,0.00920636,0.0007174788],"study_design_scores_gemma":[0.001263028,0.0002105274,0.9969937,0.0000138062,0.00001983754,0.0005184059,0.0003486282,0.0004881065,3.218481e-7,0.00006314395,0.000004379723,0.00007614041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919749,0.00007173013,0.00000365353,0.006541484,0.0004603429,0.0007067076,0.00005968834,0.00003342342,0.0001480512],"genre_scores_gemma":[0.9989874,0.0001049414,0.00002012057,0.0001690533,0.0002795427,0.00007643666,0.0000811983,0.00001328294,0.0002680292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009201981,"threshold_uncertainty_score":0.4169966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306115944640859,"score_gpt":0.3237324199615844,"score_spread":0.3106712605151758,"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."}}