{"id":"W2996891842","doi":"10.1002/9780471420194.tnmc61.pub2","title":"Intrahepatic Bile Ducts","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Intrahepatic Cholangiocarcinoma; Intrahepatic bile ducts; Hepatocellular carcinoma; Medicine; Physical examination; Radiology; General surgery; Pathology; Internal medicine; Bile duct","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000295693,0.000251491,0.0005607657,0.0001501053,0.00004921271,0.00001356234,0.0001464829,0.0001812842,0.007993129],"category_scores_gemma":[0.0001061168,0.0001979938,0.0001236822,0.00004883267,0.000111068,0.00001355192,0.00008124053,0.000241022,0.0003830646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004418721,"about_ca_system_score_gemma":0.0001316443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004116087,"about_ca_topic_score_gemma":0.001319877,"domain_scores_codex":[0.9991385,0.000009689852,0.0001270727,0.0003003338,0.0001977095,0.0002267081],"domain_scores_gemma":[0.9989383,0.00001677202,0.000156465,0.000745383,0.00003845623,0.0001046376],"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":[0.00001802885,0.000104778,0.001289243,0.0002682843,0.0002403523,0.0001585898,0.00005359956,6.920323e-9,0.00002782029,0.000006537204,0.9863546,0.01147811],"study_design_scores_gemma":[0.0007420361,0.0001170819,0.008181415,0.0009843808,0.0002660075,0.00003805389,0.00001468419,0.000004692819,0.00001462132,0.00001166141,0.9894307,0.0001946454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000636992,0.0146197,0.000005128669,0.001617049,0.0008706087,0.0004646184,0.001557715,0.0003117567,0.9799165],"genre_scores_gemma":[0.001853027,0.001728716,0.0009221694,0.0005348066,0.003483151,0.00002444654,0.001260253,0.0003305292,0.9898629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01289099,"threshold_uncertainty_score":0.9929137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03300555851961337,"score_gpt":0.3253477125052362,"score_spread":0.2923421539856228,"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."}}