{"id":"W6920378579","doi":"10.60692/98qyh-3dv50","title":"2020 WSES guidelines for the detection and management of bile duct injury during cholecystectomy","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Foothills Medical Centre","funders":"","keywords":"Cholecystectomy; Bile duct; Complication; MEDLINE; Multidisciplinary approach; Psychological intervention","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":[0.01121014,0.001428931,0.001598617,0.00844893,0.0008926165,0.002306472,0.002789489,0.005676428,0.005573108],"category_scores_gemma":[0.03096203,0.000640226,0.003760818,0.004464935,0.001137823,0.001719052,0.002817216,0.003274817,0.006505259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003791598,"about_ca_system_score_gemma":0.0148066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01898,"about_ca_topic_score_gemma":0.03033348,"domain_scores_codex":[0.9860942,0.00426599,0.005697273,0.0003316666,0.002829343,0.0007814544],"domain_scores_gemma":[0.9664308,0.004859421,0.004557209,0.0004676898,0.02192403,0.001760778],"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":[0.0001459888,0.0001905256,0.007211535,0.01012279,0.0001832508,0.0007906032,0.0004642374,0.001301033,0.0008209401,0.004840566,0.6548244,0.3191041],"study_design_scores_gemma":[0.0001179636,0.0001204268,0.01201051,0.05026231,0.0002569922,0.00118016,0.0006372014,0.0007619733,0.0003902531,0.003953804,0.9302193,0.0000891063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01084603,0.3623408,0.04351893,0.3735398,0.04090357,0.007389156,0.02885352,0.001977763,0.1306305],"genre_scores_gemma":[0.05666857,0.4526145,0.2611628,0.1129181,0.01401911,0.01229434,0.05351408,0.0006248068,0.03618376],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01898,"threshold_uncertainty_score":0.05928564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03975475990258832,"score_gpt":0.267722824810146,"score_spread":0.2279680649075577,"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."}}