{"id":"W2068401054","doi":"10.1007/s00383-008-2286-6","title":"Predictors of metachronous inguinal hernias in children","year":2008,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Hernia repair and management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Groin; Inguinal hernia; Hernia; Retrospective cohort study; Pediatric surgery; Surgery; Odds ratio; Quartile; Logistic regression; Presentation (obstetrics); Internal medicine; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004009695,0.0005156705,0.0005810283,0.001453709,0.0005881778,0.0008333613,0.00061246,0.0008457353,0.003294966],"category_scores_gemma":[0.005942269,0.0005382585,0.0007011844,0.001770706,0.0007734298,0.0009335686,0.0007939447,0.001474229,0.0003009346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034956,"about_ca_system_score_gemma":0.001238859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005084917,"about_ca_topic_score_gemma":0.005812237,"domain_scores_codex":[0.9994366,0.0001008911,0.00007200689,0.00006348686,0.0001300904,0.0001970135],"domain_scores_gemma":[0.9929489,0.001977627,0.002993513,0.0002144892,0.0003522807,0.001513144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003881726,0.000008081255,0.9992453,0.000004605579,0.00000769932,0.0002503365,0.00001950048,0.00003232832,0.00004867935,0.00001227824,0.00003828144,0.0002941076],"study_design_scores_gemma":[0.000004065011,0.00006814423,0.9967965,0.0000103478,0.0000231587,0.002400571,0.0003472838,0.0001478141,0.00007627892,0.00002439221,0.00009657164,0.000004809895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983296,0.0004927441,0.00007193303,0.0001196448,0.00001847032,0.00000449266,0.0002688824,0.000008173393,0.0006860766],"genre_scores_gemma":[0.9993679,0.000239566,0.00009795485,0.0000114108,0.00003348845,0.000003932797,0.0001767651,0.000003841478,0.0000651783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005084917,"threshold_uncertainty_score":0.01102281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676431987048674,"score_gpt":0.2467917459517635,"score_spread":0.2300274260812767,"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."}}