{"id":"W4404543181","doi":"10.3390/children11111405","title":"Management of Hirschsprung’s Disease: A Survey with Brazilian Pediatric Surgeons","year":2024,"lang":"en","type":"article","venue":"Children","topic":"Congenital gastrointestinal and neural anomalies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Hirschsprung's disease; Medicine; Pediatric Surgeon; General surgery; Disease; Pediatric surgery; Family medicine; Pediatrics; Surgery; Pathology","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":[0.00007949964,0.000120884,0.0001617078,0.00009098002,0.00002438323,0.00001589568,0.00006211999,0.00001271644,0.000127496],"category_scores_gemma":[0.00001220891,0.00008028442,0.00007680497,0.0003410891,0.00004990154,0.00004280131,0.00005103109,0.00008731066,0.00005045421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001116163,"about_ca_system_score_gemma":0.00003990101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008486034,"about_ca_topic_score_gemma":0.00003338945,"domain_scores_codex":[0.9992744,0.00001795953,0.0001423501,0.0002230377,0.0001814187,0.0001608634],"domain_scores_gemma":[0.9995755,0.00004184218,0.0000215078,0.000170478,0.00004005539,0.0001506017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002276052,0.00007635565,0.9921033,0.0003147384,0.0001065938,0.0003806317,0.00001232632,9.339669e-7,0.00001707531,0.0001347894,0.001140184,0.005485477],"study_design_scores_gemma":[0.0002533305,0.00018911,0.9985521,0.0002417913,0.0003084729,0.0001280819,0.000005592663,0.00001655537,0.00003802154,0.00002077007,0.0001596903,0.00008648608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954839,0.002301855,0.00001723502,0.0004192638,0.00005390175,0.0002495566,0.0000984661,0.00009314044,0.001282725],"genre_scores_gemma":[0.9925605,0.0001377036,0.000118796,0.00002906957,0.00006566721,0.000008670554,0.0001008533,0.00001754148,0.006961217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006448809,"threshold_uncertainty_score":0.3273903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130664016537057,"score_gpt":0.2395056691609918,"score_spread":0.2281990289956213,"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."}}