{"id":"W2997944027","doi":"10.1002/9780471420194.tnmc62.pub2","title":"Perihilar Bile Ducts","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Extrahepatic Bile Ducts; Medicine; Physical examination; Radiology; Pathology; Bile duct; Internal medicine","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":[0.0000282729,0.0002593687,0.000545017,0.0001374453,0.00006331475,0.0000152982,0.0001479962,0.0001974352,0.01109032],"category_scores_gemma":[0.00007508534,0.0002079634,0.0001499856,0.00004209291,0.0001210155,0.00001450906,0.00009070893,0.0002417861,0.0003844093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004575706,"about_ca_system_score_gemma":0.0001312131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002675341,"about_ca_topic_score_gemma":0.0006596773,"domain_scores_codex":[0.9991112,0.000008849133,0.0001120905,0.0003278666,0.0002057535,0.000234209],"domain_scores_gemma":[0.9989315,0.00001090916,0.000134428,0.0007719504,0.00004286003,0.0001083683],"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":[0.0000192887,0.00009454145,0.0008570013,0.0001941336,0.0002125751,0.0002155313,0.00006316999,6.026049e-9,0.00003764145,0.000007595268,0.9929912,0.005307289],"study_design_scores_gemma":[0.0007701188,0.0001099653,0.007602969,0.0007394832,0.0002047323,0.00005599076,0.00002534207,0.000001746145,0.00001512509,0.000005538752,0.9902647,0.0002042724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003580752,0.02013432,0.000001778451,0.001836855,0.0006928723,0.00034237,0.002303805,0.0002751635,0.9740548],"genre_scores_gemma":[0.001151728,0.001814429,0.0006151642,0.0006579569,0.004156791,0.00002140553,0.001524147,0.000356947,0.9897014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01831989,"threshold_uncertainty_score":0.9898137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518447517608009,"score_gpt":0.3293254553906251,"score_spread":0.294140980214545,"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."}}