{"id":"W2010551042","doi":"10.1177/1553350608318144","title":"Risk Factors for Bile Duct Injury During Laparoscopic Cholecystectomy: A Case-Control Study","year":2008,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Odds ratio; Bile duct; Cholecystectomy; Confidence interval; Cystic duct; Complication; Laparoscopic cholecystectomy; Logistic regression; Case-control study; Surgery; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009565239,0.0004316531,0.0005160789,0.001159214,0.00132663,0.0009496314,0.0006882105,0.0008146592,0.001265361],"category_scores_gemma":[0.003211029,0.0007548284,0.0004363383,0.001655897,0.0007861021,0.0004373192,0.0005440022,0.0008197477,0.0001611444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848094,"about_ca_system_score_gemma":0.001768625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2019358,"about_ca_topic_score_gemma":0.2008443,"domain_scores_codex":[0.9988037,0.0002266075,0.00009631937,0.0002346362,0.0003840991,0.0002545776],"domain_scores_gemma":[0.9982399,0.0002976648,0.0005777957,0.0001985744,0.0003428343,0.0003433598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001175593,0.0000898826,0.998522,0.000008413029,0.00004975201,0.0002640648,0.0002186284,0.00001071042,0.0001637821,0.00001545387,0.00008268072,0.0004570243],"study_design_scores_gemma":[0.0000320917,0.0001609692,0.9985337,0.000007177309,0.00004328578,0.0006235727,0.0002341092,0.0000711317,0.00003398305,0.000009370317,0.0002451526,0.000005248172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991529,0.0002293142,0.00008085199,0.00003800654,0.00000556787,0.00003212251,0.0001547863,0.000002227013,0.000304201],"genre_scores_gemma":[0.9991387,0.0002026404,0.00009783801,0.00003445572,0.00001700546,0.00002327057,0.000274884,0.000001800333,0.0002094391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2019358,"threshold_uncertainty_score":0.4015207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612099523593072,"score_gpt":0.3012989917642078,"score_spread":0.2751779965282771,"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."}}