{"id":"W4408576413","doi":"10.5489/cuaj.9090","title":"Case - Recurrent ureteral inguinal herniation","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Urology; Inguinal hernia; General surgery; Surgery; Hernia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004539752,0.002696693,0.001789364,0.006841441,0.007910681,0.002727391,0.004108462,0.01438753,0.0113162],"category_scores_gemma":[0.006487175,0.001265536,0.003143141,0.003880864,0.002834334,0.003203847,0.003538747,0.005922136,0.002466636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003413658,"about_ca_system_score_gemma":0.002394744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005730095,"about_ca_topic_score_gemma":0.01312314,"domain_scores_codex":[0.9980021,0.0001411433,0.000235096,0.00027417,0.0003698308,0.0009776088],"domain_scores_gemma":[0.9972137,0.0005661974,0.0007549372,0.0002487162,0.0001764251,0.001040012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000136879,0.00001916815,0.001468701,0.00002189877,0.00000529105,0.9972404,0.00006837369,0.00003588528,0.0000704497,0.0002214879,0.000237768,0.0005968362],"study_design_scores_gemma":[0.000004718539,0.00001534347,0.0009500877,0.000009274299,0.000005483172,0.9983973,0.00007031049,0.00005380096,0.0000819001,0.0001013658,0.000302593,0.000007786888],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8233611,0.02221315,0.005601431,0.04024462,0.005866234,0.0007973958,0.002687156,0.001042231,0.09818666],"genre_scores_gemma":[0.9773717,0.002004434,0.002651609,0.00295228,0.005641635,0.00006598484,0.0003248033,0.00007507201,0.008912564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01438753,"threshold_uncertainty_score":0.03785652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352274046913654,"score_gpt":0.2583909168242761,"score_spread":0.2448681763551396,"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."}}