{"id":"W1544443019","doi":"10.1002/lt.20512","title":"Liver transplantation for incidental cholangiocarcinoma: Analysis of the Canadian experience","year":2005,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université de Montréal; University of Alberta; Western University; University of British Columbia; McGill University","funders":"","keywords":"Medicine; Liver transplantation; Primary sclerosing cholangitis; Transplantation; Stage (stratigraphy); Internal medicine; Gastroenterology; Surgery; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008454373,0.0001363057,0.0002422414,0.0002787919,0.0002132913,0.00001632148,0.000110638,0.00007797268,0.00007189976],"category_scores_gemma":[0.000006690804,0.00010791,0.0002962426,0.0004981961,0.00008605422,0.0001699693,0.000003875729,0.00008713295,0.000005071441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649756,"about_ca_system_score_gemma":0.0001201265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03926527,"about_ca_topic_score_gemma":0.4365916,"domain_scores_codex":[0.9990087,0.00002740279,0.0002529839,0.0002316089,0.0002642098,0.0002151161],"domain_scores_gemma":[0.9994724,0.00005666256,0.00007738196,0.0001798037,0.0001144652,0.00009925316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001100496,0.0001625681,0.880389,0.001013658,0.001668059,0.0001685486,0.1002794,0.0005415934,0.005929998,0.0008014337,0.0003406385,0.007604617],"study_design_scores_gemma":[0.001164891,0.0000622559,0.9802153,0.00004861464,0.004211567,0.00008458781,0.0003027758,0.001706506,0.01174715,0.000003379801,0.0003350003,0.0001179424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955019,0.0008108992,0.001038793,0.0003812661,0.000106744,0.000544688,0.0003046787,0.00002024073,0.001290834],"genre_scores_gemma":[0.9976242,0.0007219894,0.0005374165,0.0004695624,0.0001009396,0.00007056633,0.0003214027,0.00001232166,0.0001415657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3973263,"threshold_uncertainty_score":0.9671323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986314668567572,"score_gpt":0.2658233342035415,"score_spread":0.2459601875178658,"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."}}