{"id":"W2789320646","doi":"10.1016/j.surg.2018.01.001","title":"Perioperative and long-term outcome of intrahepatic cholangiocarcinoma involving the hepatic hilus after curative-intent resection: comparison with peripheral intrahepatic cholangiocarcinoma and hilar cholangiocarcinoma","year":2018,"lang":"en","type":"article","venue":"Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"China Scholarship Council","keywords":"Intrahepatic Cholangiocarcinoma; Medicine; Gastroenterology; Internal medicine; Lymphadenectomy; Cancer","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"],"consensus_categories":[],"category_scores_codex":[0.0007004802,0.0007247013,0.001563149,0.000400179,0.0005424509,0.000189696,0.0002004025,0.0001912256,0.0001556063],"category_scores_gemma":[0.0002767631,0.0004788759,0.000313866,0.0006395869,0.001608095,0.0004621678,0.0002735387,0.0006485655,0.00001243478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536086,"about_ca_system_score_gemma":0.0001926434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005577272,"about_ca_topic_score_gemma":0.001573501,"domain_scores_codex":[0.9961281,0.0003345516,0.001114071,0.0009231113,0.0007113413,0.000788802],"domain_scores_gemma":[0.9972723,0.0005292706,0.000410209,0.0008273581,0.000607077,0.0003537648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001615166,0.0001671814,0.9821799,0.0005791406,0.0005968412,0.0002207119,0.01093933,4.336632e-7,0.0004678429,0.00005204021,0.0003037107,0.002877737],"study_design_scores_gemma":[0.0017438,0.001497285,0.99022,0.0007427505,0.000617204,0.0006290527,0.002013385,0.0004429811,0.001426653,0.00001520412,0.0001092203,0.0005424474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774618,0.01865095,0.0001329461,0.001603461,0.0004497395,0.001182356,0.00002714049,0.00009091716,0.000400663],"genre_scores_gemma":[0.9973416,0.0003661854,0.0001887361,0.0008506984,0.0006167501,0.0002712042,0.00004168589,0.00009748441,0.0002257044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01987972,"threshold_uncertainty_score":0.9997663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316291158480424,"score_gpt":0.2880179478962582,"score_spread":0.254855036311454,"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."}}