{"id":"W3006558871","doi":"10.1007/s10620-020-06135-3","title":"Fibrolamellar Hepatocellular Carcinoma: A Population-Based Observational Study","year":2020,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Hepatocellular carcinoma; Hepatology; Transplant surgery; Observational study; Medicine; Internal medicine; Population; Carcinoma; General surgery; Gastroenterology; Oncology; Pathology; Radiology; Environmental health","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":[0.001562093,0.000648473,0.001254464,0.0008052813,0.001026484,0.001213161,0.0006996675,0.001210657,0.001448212],"category_scores_gemma":[0.002766351,0.001012858,0.001581506,0.002407702,0.0006388221,0.001285031,0.0009923262,0.001371173,0.00037468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006270348,"about_ca_system_score_gemma":0.0008070409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007924855,"about_ca_topic_score_gemma":0.00937242,"domain_scores_codex":[0.9983203,0.0004942304,0.0002047943,0.0005492856,0.0001977256,0.0002336818],"domain_scores_gemma":[0.9977569,0.0003775219,0.0007775641,0.0004345895,0.0002957341,0.0003578096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005336418,0.0001419439,0.997692,0.00002250866,0.0005473131,0.0001403973,0.00007320022,0.00003241379,0.0003225027,0.00002624561,0.0001237758,0.0003442069],"study_design_scores_gemma":[0.0001230689,0.0003036057,0.9977314,0.00001071736,0.0004489358,0.0004735663,0.0003712374,0.0002598032,0.00004022193,0.00005244353,0.0001701338,0.00001498065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982547,0.0003802385,0.0002404652,0.00005967083,0.00001221242,0.00001870145,0.000836325,0.000004504266,0.0001930673],"genre_scores_gemma":[0.9987238,0.0001311752,0.0001157587,0.00006402165,0.00001837217,0.00002440108,0.0008311319,0.000002873964,0.00008851103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007924855,"threshold_uncertainty_score":0.01575744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1614386992207609,"score_gpt":0.2995541592877461,"score_spread":0.1381154600669852,"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."}}