{"id":"W1965426765","doi":"","title":"Current Curative Surgical Management of Gallbladder Cancer: A Brief Review","year":2012,"lang":"en","type":"review","venue":"Journal of Current Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatoduodenal ligament; Medicine; Cholecystectomy; Dissection (medical); Surgery; Lymph node; Stage (stratigraphy); Gallbladder cancer; Radical surgery; General surgery; Hepatectomy; Gallbladder; Cancer; Resection; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004307745,0.0008293865,0.00105298,0.003286592,0.0003325272,0.0007291148,0.000991077,0.0007013214,0.003263484],"category_scores_gemma":[0.0008746505,0.000263281,0.0004641486,0.002792845,0.0004704527,0.001295445,0.0004685321,0.0008800841,0.0009500164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005009584,"about_ca_system_score_gemma":0.00104499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395568,"about_ca_topic_score_gemma":0.002560723,"domain_scores_codex":[0.9998549,0.00002513686,0.00003817905,0.00002725278,0.00004272875,0.00001183692],"domain_scores_gemma":[0.9996195,0.000194577,0.00007665765,0.00000838512,0.00007129677,0.00002963629],"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":[0.00006994315,0.00007320437,0.0005154473,0.02791303,0.00009913642,0.0006687521,0.00008720087,0.000332924,0.0004638056,0.001385999,0.03900813,0.9293824],"study_design_scores_gemma":[0.00003900544,0.0001982596,0.003965087,0.02683019,0.000433907,0.01034643,0.0003485236,0.0002339641,0.0003743488,0.002224641,0.9549579,0.00004764697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001263981,0.9989508,0.00005227235,0.0002008946,0.0001752375,0.000003264708,0.000009764015,0.000003516718,0.0004777864],"genre_scores_gemma":[0.0005637571,0.9989366,0.00008754958,0.00009517448,0.00018626,0.000003213689,0.00001727932,4.7148e-7,0.000109736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003286592,"threshold_uncertainty_score":0.01091743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1873498983743195,"score_gpt":0.4361833277276377,"score_spread":0.2488334293533182,"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."}}