{"id":"W2918116889","doi":"10.5489/cuaj.5740","title":"Case – Recurrent incarcerated inguinal bladder hernia with small bowel obstruction","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Hernia repair and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; NOSM University","funders":"","keywords":"Medicine; Bowel obstruction; Inguinal hernia; Urology; Hernia; General surgery; Surgery","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":[0.0005941271,0.002630171,0.00207532,0.003857806,0.002773445,0.001712505,0.002840467,0.00728399,0.003950042],"category_scores_gemma":[0.005933313,0.001253841,0.002185523,0.003347713,0.002327361,0.003210827,0.002673124,0.004870821,0.001192833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164453,"about_ca_system_score_gemma":0.001073697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002279168,"about_ca_topic_score_gemma":0.003092607,"domain_scores_codex":[0.9983785,0.0001864878,0.0002086178,0.0004108984,0.000251112,0.0005643858],"domain_scores_gemma":[0.997386,0.0005719113,0.0006516531,0.0002832776,0.000132215,0.0009749111],"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":[0.00001748155,0.00003599956,0.002506592,0.00003353535,0.000008802263,0.9960068,0.0001041868,0.00006303272,0.0001486001,0.000133679,0.0001828927,0.0007584474],"study_design_scores_gemma":[0.000004078009,0.00002355169,0.001065532,0.00001166506,0.000004190336,0.9984648,0.00003463598,0.000066933,0.00005059466,0.0000896624,0.0001788699,0.000005580743],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189321,0.0303636,0.008639555,0.01041598,0.002953056,0.0006220231,0.0009777676,0.0009176959,0.02617825],"genre_scores_gemma":[0.9920648,0.001695151,0.00182309,0.001220082,0.001823903,0.00004371201,0.0001330997,0.00004035836,0.001155926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00728399,"threshold_uncertainty_score":0.01321417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199903608478854,"score_gpt":0.2314662250176763,"score_spread":0.2114758641697909,"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."}}