{"id":"W135657726","doi":"10.1007/978-3-642-13306-0_10","title":"Carcinoma of the Biliary Tract","year":2010,"lang":"en","type":"book-chapter","venue":"Gastrointestinal Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University Health Network","funders":"","keywords":"Gallbladder; Ampulla; Biliary tract; Bile duct; Intrahepatic bile ducts; Medicine; Ampulla of Vater; Gallbladder cancer; Cystic duct; Common bile duct; Pathology; Internal medicine; Carcinoma; Gastroenterology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001159637,0.0004203998,0.0003057253,0.0008699272,0.0005686439,0.0009211216,0.000336728,0.0006218496,0.0150629],"category_scores_gemma":[0.0003177474,0.0001778472,0.000220696,0.0007412911,0.0007961983,0.0008484263,0.0009025025,0.001286946,0.006150415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005430096,"about_ca_system_score_gemma":0.000908684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213457,"about_ca_topic_score_gemma":0.01052724,"domain_scores_codex":[0.9999166,0.0000172122,0.000005078851,0.00001209737,0.00003640686,0.00001266954],"domain_scores_gemma":[0.9999473,0.00002568811,0.000003817906,0.000005822799,0.00001004197,0.000007313477],"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":[0.00002208334,0.00003902638,0.0005338645,0.000572614,0.000008273581,0.0009906265,0.0006804637,0.0003815625,0.0009233845,0.1323152,0.4891413,0.3743916],"study_design_scores_gemma":[0.000001621118,0.000007181396,0.0003686548,0.0001967269,0.000001841781,0.0009482536,0.0000650197,0.00002037889,0.00006356005,0.006191964,0.9921321,0.00000267294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001108805,0.147677,0.0009377702,0.003315927,0.004668765,0.0000366423,0.0001218119,0.00004980517,0.8420835],"genre_scores_gemma":[0.0122656,0.1795754,0.001583026,0.005648283,0.004229717,0.00005625235,0.0001993228,0.00003844218,0.7964039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0150629,"threshold_uncertainty_score":0.05039042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714088749885584,"score_gpt":0.2729807273527003,"score_spread":0.2458398398538445,"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."}}