{"id":"W4399465466","doi":"10.1016/j.hpb.2024.04.040","title":"Missed opportunities for transplant in patients with HCC in Canada","year":2024,"lang":"en","type":"article","venue":"HPB","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Intensive care medicine; General surgery","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":[0.00001597529,0.00005521332,0.0001006305,0.00004244528,0.000006284023,0.00000597622,0.00001371322,0.00001008675,0.00004549705],"category_scores_gemma":[0.000001704102,0.00003769349,0.00001549429,0.0000400717,0.00000500503,0.00002080374,0.000001409555,0.00002532235,9.976583e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953565,"about_ca_system_score_gemma":0.0006500983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2381153,"about_ca_topic_score_gemma":0.4762686,"domain_scores_codex":[0.9996408,0.000004988626,0.00007431457,0.00009125352,0.00008936982,0.00009927437],"domain_scores_gemma":[0.9998363,0.00003586364,0.000005221145,0.00005146574,0.00001170391,0.00005942326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002353563,0.0002281698,0.9879805,0.0002759548,0.00005637649,0.0008185176,0.0003002628,0.0000029311,9.786953e-7,0.00006535287,0.002195729,0.007839863],"study_design_scores_gemma":[0.002604765,0.0001775772,0.9918938,0.0005267591,0.00008586268,9.314256e-7,0.0002098649,0.0003437103,0.00004032702,0.000005085965,0.004049355,0.00006196756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983011,0.0003307278,0.000003595168,0.0005461566,0.00005271951,0.0003490265,0.0001628954,0.000007144358,0.0002466538],"genre_scores_gemma":[0.9991228,0.00003313012,0.00004740385,0.0003739932,0.000009736666,0.00009508614,0.0001765374,0.000007941061,0.0001333826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2381533,"threshold_uncertainty_score":0.7669582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348557782846432,"score_gpt":0.2260545629286131,"score_spread":0.1925689851001488,"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."}}