{"id":"W2810331628","doi":"10.1016/j.hpb.2018.05.017","title":"Long-term outcomes of patients with intraductal growth sub-type of intrahepatic cholangiocarcinoma","year":2018,"lang":"en","type":"article","venue":"HPB","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Gastroenterology; Internal medicine; Perineural invasion; Pathological; Intrahepatic Cholangiocarcinoma; Incidence (geometry); 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":[],"consensus_categories":[],"category_scores_codex":[0.00005591853,0.0001715391,0.0004849839,0.000118518,0.00003604137,0.00000466562,0.0001011523,0.00005159588,0.00007910652],"category_scores_gemma":[0.00007147704,0.0001194993,0.00008896049,0.0002529092,0.0003085622,0.00007134796,0.00005296173,0.00009189293,0.0000144328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002183544,"about_ca_system_score_gemma":0.00006509619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007064258,"about_ca_topic_score_gemma":0.00005888936,"domain_scores_codex":[0.9989388,0.00001811202,0.0002921582,0.0002130729,0.0003223794,0.0002154976],"domain_scores_gemma":[0.9989262,0.00003733583,0.0001440003,0.000306077,0.0005038044,0.00008253839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004946093,0.0002436717,0.9947786,0.0002010603,0.0003124713,0.00001107163,0.0007657636,1.62426e-8,0.0005387441,0.00003712996,0.000356594,0.002260265],"study_design_scores_gemma":[0.002114589,0.001593798,0.9893714,0.00009835922,0.0002436927,0.000006720677,0.00003263361,0.000004040545,0.00639552,0.000006145343,0.00001364396,0.0001194814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983221,0.000343326,0.00005066084,0.00006742022,0.0002169647,0.0003050536,0.00001566523,0.00002469376,0.0006540687],"genre_scores_gemma":[0.999218,0.0000275434,0.0003799393,0.0001166788,0.0001311143,0.000006118823,0.0000351965,0.0000239795,0.00006144213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005856776,"threshold_uncertainty_score":0.4873042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198398272099748,"score_gpt":0.2668786579502855,"score_spread":0.244894675229288,"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."}}