{"id":"W2039434445","doi":"10.1007/s00383-010-2729-8","title":"Comparative outcomes in intestinal atresia: a clinical outcome and pathophysiology analysis","year":2010,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Gastroschisis; Intestinal atresia; Gestational age; Gastroenterology; Surgery; Internal medicine; Pediatric surgery; Duodenal atresia; Birth weight; Atresia; Bowel obstruction; 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":[0.0004626288,0.0001492931,0.0006206873,0.0009579496,0.00003426701,0.00002028713,0.00007854293,0.000100774,0.0007882644],"category_scores_gemma":[0.002146946,0.0001287847,0.00029374,0.0005761831,0.0001229379,0.00008950325,0.00004457179,0.0005056532,0.00004992502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002258266,"about_ca_system_score_gemma":0.00008619604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006330087,"about_ca_topic_score_gemma":0.0001714916,"domain_scores_codex":[0.9983932,0.00007700456,0.0007939975,0.0003220366,0.0002420461,0.0001717226],"domain_scores_gemma":[0.9975384,0.001743234,0.0002226352,0.0001360835,0.0002346639,0.0001249724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001290503,0.0002090462,0.9973356,0.000008452447,0.0001509558,0.00004061048,0.000053154,0.00001498405,0.00003559885,0.0002511636,0.000584061,0.001187285],"study_design_scores_gemma":[0.0005675463,0.00003713734,0.9964558,0.00000253498,0.000213566,0.00003221885,0.0001023409,0.00195303,0.00000379495,0.0002303488,0.0002854845,0.0001161809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995464,0.00002346674,0.0001848262,0.001879988,0.00129263,0.0001191541,0.00001060074,0.00004243715,0.0009829027],"genre_scores_gemma":[0.9966792,0.00004576608,0.001599817,0.0008033139,0.0004863573,0.00002322121,0.0000594185,0.000007854575,0.0002949903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001938046,"threshold_uncertainty_score":0.8630943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703653770055107,"score_gpt":0.3774841452620941,"score_spread":0.330447607561543,"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."}}