{"id":"W4281653001","doi":"10.1016/j.jhep.2022.01.004","title":"Surgical treatment of intrahepatic cholangiocarcinoma","year":2022,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Intrahepatic Cholangiocarcinoma; Medicine; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830548,0.0001526225,0.0001745483,0.0008158035,0.0006154294,0.0002813597,0.0001794361,0.0001959604,0.002015712],"category_scores_gemma":[0.0007713178,0.00007130571,0.000305537,0.0007354369,0.0005826867,0.0001744244,0.0002984344,0.0002866777,0.0002527724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003152172,"about_ca_system_score_gemma":0.0008677458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102911,"about_ca_topic_score_gemma":0.002094638,"domain_scores_codex":[0.9998422,0.00004109343,0.00002029331,0.00001013885,0.00003681361,0.00004943397],"domain_scores_gemma":[0.9996879,0.0001066909,0.00005776046,0.00002242528,0.00002741985,0.00009777732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009211938,0.001150073,0.6717301,0.002128639,0.0005999621,0.02228622,0.001376612,0.001043563,0.03537362,0.003316434,0.004092567,0.2476902],"study_design_scores_gemma":[0.000285441,0.003449463,0.9340628,0.0002210689,0.0002291527,0.02349042,0.002355853,0.0002047531,0.008575774,0.0008359547,0.02625178,0.00003757391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642904,0.01994723,0.0002193198,0.0008024708,0.0001843028,0.00002501277,0.0001407822,0.0000128056,0.01437772],"genre_scores_gemma":[0.9920265,0.006382409,0.0001140303,0.0001731154,0.0002034136,0.00001277892,0.0001502837,0.000003370135,0.0009341154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002015712,"threshold_uncertainty_score":0.006743193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519393524434226,"score_gpt":0.2900783887412164,"score_spread":0.2648844534968742,"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."}}