{"id":"W2964447659","doi":"10.1007/s00464-019-06848-1","title":"Contrast of therapeutic effects between CBD incision and LLHD stump in biliary tract exploration of LLS for hepatolithiasis","year":2019,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Guangdong Academy of Sciences; Academy of Medical Sciences; Leukemia and Lymphoma Society of Canada","keywords":"Hepatolithiasis; Medicine; Biliary tract; Bile duct; Common bile duct; Surgery; Abdominal surgery; Laparotomy; Internal medicine; Gastroenterology; Hepatectomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004188094,0.0002969189,0.0004328765,0.0003926378,0.0002138682,0.0004282913,0.0002993203,0.0003395165,0.001741126],"category_scores_gemma":[0.001637219,0.000152603,0.0003459161,0.0002295435,0.0007749578,0.0007808097,0.0002925664,0.0009704378,0.0001217114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414802,"about_ca_system_score_gemma":0.0004984972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005111743,"about_ca_topic_score_gemma":0.0006102026,"domain_scores_codex":[0.9998147,0.00006438675,0.00001522634,0.00001988591,0.00002732173,0.00005849211],"domain_scores_gemma":[0.9992105,0.0004224913,0.00008083783,0.00007584038,0.00003011763,0.0001802048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.3228947,0.008101249,0.07931396,0.001778055,0.0004077646,0.02525063,0.001143065,0.002148604,0.3389648,0.003086786,0.001487176,0.2154232],"study_design_scores_gemma":[0.009000914,0.1874188,0.4422785,0.0004158391,0.001928806,0.03433753,0.001631799,0.01492732,0.2898191,0.002291276,0.01576795,0.0001821244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958773,0.002101838,0.0004360212,0.000112684,0.00007273912,0.00001943694,0.00002380523,0.00002687877,0.001329239],"genre_scores_gemma":[0.9990476,0.0003440631,0.000317486,0.00004209366,0.00006653897,0.000007171202,0.00002279064,0.000003805104,0.0001483364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001741126,"threshold_uncertainty_score":0.005824685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395509422466426,"score_gpt":0.3086723646177792,"score_spread":0.284717270393115,"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."}}