{"id":"W2794383079","doi":"10.1002/jso.24833","title":"Neoadjuvant hyperfractionated chemoradiation and liver transplantation for unresectable perihilar cholangiocarcinoma in Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Capecitabine; Gemcitabine; Transplantation; Neoadjuvant therapy; Liver transplantation; Stage (stratigraphy); Radiation therapy; Biopsy; Surgery; Internal medicine; Chemotherapy; Oncology; Cancer; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003796812,0.00009460487,0.000249663,0.0002182046,0.0008775858,0.0003492563,0.0002798129,0.0001871407,0.001248012],"category_scores_gemma":[0.0009321683,0.0001173163,0.0002246429,0.0008571265,0.0002979565,0.0001101384,0.0002963278,0.0002923819,0.000091455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007997658,"about_ca_system_score_gemma":0.01476895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5811159,"about_ca_topic_score_gemma":0.8398537,"domain_scores_codex":[0.9996498,0.00005526452,0.00002587809,0.00003694209,0.0001010554,0.0001311128],"domain_scores_gemma":[0.9992778,0.00007344806,0.0002110751,0.00001657069,0.0001517443,0.0002693386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001804927,0.000238822,0.9812958,0.0001002152,0.00003797916,0.0006907132,0.0002930021,0.0001402937,0.001038929,0.00005916059,0.0006902381,0.01360984],"study_design_scores_gemma":[0.0001198559,0.0005786781,0.9963377,0.00003112053,0.00003851858,0.0007239069,0.0003915995,0.00020705,0.0002758505,0.00002659971,0.001263536,0.000005700372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980999,0.0006014382,0.00006791574,0.0002287077,0.000006326915,0.00005912135,0.000239187,0.000003601717,0.0006939003],"genre_scores_gemma":[0.9984328,0.0004479729,0.0001283767,0.0001253579,0.000008368284,0.00002786623,0.0003864003,0.000001880157,0.0004409192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4188841,"threshold_uncertainty_score":0.842702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021885482055632,"score_gpt":0.2839534996883157,"score_spread":0.2637346448677594,"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."}}