{"id":"W4327649256","doi":"10.56056/amj.2018.32","title":"Iatrogenic Bile Duct Injury Following Cholecystectomy, Surgical Management and Outcome: A Single Center Experience","year":2018,"lang":"en","type":"article","venue":"Advanced medical journal","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fibics (Canada)","funders":"","keywords":"Medicine; Cholecystectomy; Bile duct; Surgery; Single Center; Open cholecystectomy; Mortality rate; Complication; Iatrogenic injury; General surgery; Common bile duct","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003376283,0.0002052311,0.0003650814,0.0001403608,0.0002046402,0.00004226798,0.0001767379,0.000110456,0.0007688845],"category_scores_gemma":[0.0001954913,0.0001495825,0.0002854833,0.0002353451,0.0002912255,0.0001923795,0.0001305532,0.0004871398,0.00003437576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007520284,"about_ca_system_score_gemma":0.00006315443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002032098,"about_ca_topic_score_gemma":0.000002962548,"domain_scores_codex":[0.9976209,0.00005419827,0.0005054756,0.0003395556,0.0009474091,0.0005324839],"domain_scores_gemma":[0.9988055,0.00003928374,0.0000922164,0.0002258292,0.00007567239,0.0007614606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002976636,0.002715658,0.4369635,0.0003322319,0.001386686,0.0145661,0.003225136,0.000001106144,0.007993749,0.0002308984,0.005393099,0.5242152],"study_design_scores_gemma":[0.1132201,0.01067382,0.09015571,0.003958477,0.001546381,0.08177269,0.01380288,0.0002726779,0.01077702,0.00190916,0.6692039,0.002707184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919463,0.001301038,0.0004735285,0.001723588,0.0009721557,0.000247875,0.000001477354,0.00005789925,0.003276176],"genre_scores_gemma":[0.9954932,0.0003854847,0.001701882,0.00142315,0.00057218,0.00001600406,0.000003722024,0.00002578524,0.0003786396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6638108,"threshold_uncertainty_score":0.8418746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432723958988667,"score_gpt":0.3232426412896348,"score_spread":0.3089154016997481,"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."}}