{"id":"W3176449686","doi":"10.1136/wjps-2021-000287","title":"Predictors of spontaneous resolution of umbilical hernia in children","year":2021,"lang":"en","type":"article","venue":"World Journal of Pediatric Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Odds ratio; Hernia; Confidence interval; Umbilical hernia; Logistic regression; Surgery; Retrospective cohort study; Obstetrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006310405,0.0002133195,0.0001959482,0.00063019,0.0002375458,0.0004912171,0.0003977772,0.0002810364,0.001566183],"category_scores_gemma":[0.008083752,0.0001854718,0.0002996749,0.0008830089,0.0003694209,0.0004305376,0.0004217733,0.0005258229,0.0001068151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003938755,"about_ca_system_score_gemma":0.000687301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004857477,"about_ca_topic_score_gemma":0.004802409,"domain_scores_codex":[0.9994974,0.0001047943,0.00008982346,0.00005588452,0.0001717511,0.00008035047],"domain_scores_gemma":[0.9945779,0.0009110995,0.003817265,0.00009636468,0.000267744,0.0003297434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009029432,0.000002680477,0.9995535,0.000004269128,0.000004533404,0.00007722152,0.00001338674,0.00001463729,0.00001419716,0.000005356163,0.00002423345,0.0002769901],"study_design_scores_gemma":[0.00000188598,0.00003282679,0.9979708,0.00001443387,0.00000739535,0.001568291,0.0001444318,0.0001085943,0.00005168518,0.000008574535,0.00008958334,0.00000160963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986556,0.0006563104,0.00008263548,0.00008009665,0.00000598771,0.000005476082,0.000249569,0.000004011889,0.0002604734],"genre_scores_gemma":[0.9993511,0.0002605358,0.00009668672,0.000007531596,0.000008297517,0.000003295583,0.0002332099,0.000001754489,0.00003757973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004857477,"threshold_uncertainty_score":0.009658396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144325943816602,"score_gpt":0.2374415745266452,"score_spread":0.2259983150884792,"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."}}