{"id":"W2098604043","doi":"10.1200/jco.2008.18.5066","title":"Treatment Considerations for Gallbladder Cancer Should Include Extent of Surgery","year":2008,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gallbladder cancer; General surgery; Cancer surgery; Gallbladder; Cancer; Surgery; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001565849,0.0004492508,0.00137651,0.0008703728,0.002156053,0.00139687,0.0008306369,0.01715493,0.007339501],"category_scores_gemma":[0.01363456,0.0004325822,0.0009776754,0.0007686613,0.001732082,0.00242889,0.0009754541,0.01245143,0.002734706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744574,"about_ca_system_score_gemma":0.001920342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001954203,"about_ca_topic_score_gemma":0.008561503,"domain_scores_codex":[0.9986098,0.0005846616,0.0002748835,0.00008528341,0.0002750327,0.0001704263],"domain_scores_gemma":[0.9929377,0.00435911,0.0004839198,0.0002908248,0.0008072841,0.001121226],"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":[0.000879226,0.0004239407,0.04350005,0.0008245228,0.0001254716,0.04386169,0.0006753074,0.0004452043,0.001699508,0.008444567,0.818499,0.0806215],"study_design_scores_gemma":[0.0005096854,0.000719687,0.04293849,0.002328458,0.0002350278,0.07275,0.002959512,0.0006742146,0.001270094,0.0289393,0.8465128,0.0001627096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007698575,0.009380545,0.0003297221,0.9455575,0.01526632,0.00003733456,0.0001022575,0.00003115475,0.02159663],"genre_scores_gemma":[0.08056436,0.01253489,0.002375171,0.7724276,0.1168239,0.0002051019,0.0001863617,0.00004011549,0.01484261],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01715493,"threshold_uncertainty_score":0.02455312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4387718535589511,"score_gpt":0.4973283501377069,"score_spread":0.05855649657875583,"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."}}