{"id":"W1536492072","doi":"10.1002/9780471420194.tnmc62","title":"Extrahepatic Bile Ducts ‐ Perihilar","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Medicine; Lymph node metastasis; Stage (stratigraphy); Metastasis; Pathology; Lymph; Lymph node; Cancer; Radiology; Internal medicine; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003481862,0.0003106494,0.0005892987,0.0001963993,0.00003476236,0.00001056277,0.0001133199,0.0003153255,0.03408461],"category_scores_gemma":[0.00006920964,0.0002499746,0.0001614876,0.0001301247,0.0001162951,0.00001264057,0.00006328533,0.0005160008,0.0004146419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003302182,"about_ca_system_score_gemma":0.0001410392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002468113,"about_ca_topic_score_gemma":0.001556733,"domain_scores_codex":[0.9989005,0.00001228114,0.0001911343,0.0003680292,0.0002510811,0.000276979],"domain_scores_gemma":[0.9991162,0.00002290221,0.0001047815,0.0005676446,0.00004919608,0.000139274],"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":[0.0000197281,0.0001915826,0.001548423,0.0002948247,0.0001917308,0.0001752919,0.0001142445,8.183359e-9,0.0004684012,0.00001294865,0.990989,0.005993824],"study_design_scores_gemma":[0.000742008,0.0001330664,0.006998935,0.0004149376,0.0002673467,0.00007926158,0.0000430488,0.000006209345,0.00004352129,0.00001047132,0.9910111,0.0002500782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005946772,0.01696531,0.000006521343,0.002328365,0.00146672,0.0007900089,0.002792025,0.0006241633,0.9690801],"genre_scores_gemma":[0.003594047,0.0009650324,0.002246973,0.001014641,0.004215788,0.00004174769,0.001882948,0.000552165,0.9854867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03366997,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841049595031369,"score_gpt":0.2897444894746222,"score_spread":0.2713339935243085,"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."}}