{"id":"W4379527411","doi":"10.1007/978-3-031-22599-4_76","title":"Large Bowel Obstruction","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; Montreal General Hospital","funders":"","keywords":"Medicine; Volvulus; Surgery; Bowel obstruction; Decompression; Anastomosis; Surgical emergency; General surgery","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":[0.0001149188,0.0005721917,0.0004263163,0.001210892,0.0007211637,0.001106365,0.0004149673,0.0008498929,0.04945913],"category_scores_gemma":[0.0004891276,0.0001919753,0.0004473856,0.000820206,0.0005542279,0.0008038714,0.001041547,0.001669276,0.01010875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004616182,"about_ca_system_score_gemma":0.0006020158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205482,"about_ca_topic_score_gemma":0.00432547,"domain_scores_codex":[0.9999077,0.00001692572,0.000004815557,0.00001134157,0.00003672285,0.0000225058],"domain_scores_gemma":[0.9999073,0.0000361703,0.000007465764,0.000009517827,0.00001545304,0.0000240094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001001534,0.0002459394,0.0005485089,0.0006712007,0.00001995617,0.01138905,0.000273093,0.0004933869,0.001713621,0.04803723,0.5628579,0.37365],"study_design_scores_gemma":[0.000009861971,0.00004425273,0.0009058618,0.0003472191,0.000007743747,0.01259293,0.00006623726,0.00007045496,0.0001840056,0.005279299,0.9804848,0.000007317131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003015385,0.09011946,0.00185985,0.003613465,0.006886483,0.00006219612,0.0001377105,0.0001371215,0.8941683],"genre_scores_gemma":[0.0157303,0.05214156,0.001504387,0.003159437,0.00382335,0.0000439672,0.0001909717,0.0000644625,0.9233416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04945913,"threshold_uncertainty_score":0.1654572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393063341835098,"score_gpt":0.2786664018188918,"score_spread":0.239360067635382,"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."}}