{"id":"W1977348683","doi":"10.4103/0189-6725.132813","title":"Do geography and resources influence the need for colostomy in Hirschsprung′s disease and anorectal malformations? A Canadian association of paediatric surgeons: Association of paediatric surgeons of Nigeria survey","year":2014,"lang":"en","type":"article","venue":"African Journal of Paediatric Surgery","topic":"Congenital gastrointestinal and neural anomalies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Medicine; Colostomy; Pediatric Surgeon; Hirschsprung's disease; General surgery; Family medicine; Disease; Surgery; Pediatric surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005948915,0.0002284872,0.0009235626,0.001795466,0.0001048775,0.00003086373,0.0001309615,0.0001179315,0.000008883334],"category_scores_gemma":[0.01446026,0.0001762335,0.0003891458,0.001985396,0.0001240187,0.0002623649,0.00004839979,0.0002674499,3.1753e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588795,"about_ca_system_score_gemma":0.0006000338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005906851,"about_ca_topic_score_gemma":0.008350328,"domain_scores_codex":[0.9966124,0.0006856078,0.001464934,0.0001933155,0.0006071597,0.0004366259],"domain_scores_gemma":[0.9848644,0.01094807,0.002402931,0.0001572751,0.001232965,0.0003943696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006494963,0.00009801003,0.9958107,0.0002163694,0.0001222138,0.00000843851,0.0003399918,0.00002307769,0.000105506,0.000006228259,0.0007115538,0.001908395],"study_design_scores_gemma":[0.0008886728,0.0003527179,0.9972404,0.000101137,0.0004031617,0.00002783938,0.0004283004,0.00008261912,0.00003447554,0.00009312485,0.0002001631,0.0001473683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949661,0.00309956,0.000006357711,0.001051916,0.000172491,0.000380377,0.0002921372,0.000006667341,0.00002437256],"genre_scores_gemma":[0.9985843,0.001084254,0.00006017041,0.00005860491,0.0001330077,0.0000153327,0.00002014457,0.00001714167,0.00002707629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174797,"threshold_uncertainty_score":0.9938414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008994457249570344,"score_gpt":0.2086822961926751,"score_spread":0.1996878389431047,"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."}}