{"id":"W2108669188","doi":"10.1503/cmaj.070923","title":"Risk of incarceration of inguinal hernia among infants and young children awaiting elective surgery","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Hernia repair and management","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Institute for Clinical Evaluative Sciences; Hospital for Sick Children","funders":"King Abdullah International Medical Research Center; Hospital for Sick Children; University of Toronto","keywords":"Medicine; Inguinal hernia; Interquartile range; Odds ratio; Hernia; Confidence interval; Emergency department; Surgery; Logistic regression; General surgery; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001611003,0.00007587527,0.0002830099,0.0002438705,0.0001561933,0.000008812863,0.00004177518,0.0001588796,0.0002426607],"category_scores_gemma":[0.003501196,0.00007069579,0.00008395774,0.0001657097,0.00006272594,0.0000859729,0.00001134318,0.0004572154,0.000002129104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912864,"about_ca_system_score_gemma":0.001346324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432857,"about_ca_topic_score_gemma":0.01746152,"domain_scores_codex":[0.9982328,0.0001627832,0.0004653668,0.00009782153,0.0008191529,0.0002220229],"domain_scores_gemma":[0.9984275,0.0001333357,0.00043094,0.00005663812,0.0003656503,0.0005859196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001583425,0.00001840303,0.984495,0.000009741725,0.0002167905,0.00007584546,0.0007121398,0.000001737818,0.00001070023,0.000008779102,0.006326729,0.008108266],"study_design_scores_gemma":[0.0006182652,0.00005379398,0.9975373,0.0001036188,0.00006871738,0.0003608416,0.000147279,0.0005050302,0.00004875888,0.00001915966,0.0004803207,0.00005694333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967208,0.0001168363,0.00005783961,0.0005579635,0.0000893822,0.0001104601,0.00001265366,0.000007230512,0.002326868],"genre_scores_gemma":[0.998724,0.000410666,0.00005838616,0.0002784253,0.0003861315,0.000001798394,0.000008872867,0.000008692919,0.0001229626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304224,"threshold_uncertainty_score":0.9922351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005159625084385602,"score_gpt":0.2122775014296658,"score_spread":0.2071178763452802,"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."}}