{"id":"W2441324087","doi":"10.1155/2016/1916387","title":"Incidence, Characteristics, and Prognosis of Incidentally Discovered Hepatocellular Carcinoma after Liver Transplantation","year":2016,"lang":"en","type":"article","venue":"Journal of Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Liver transplantation; Incidence (geometry); Transplantation; Algorithm; Internal medicine; Mathematics","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":[0.00026714,0.0001680486,0.0003857525,0.0002435007,0.00003168636,0.00001623367,0.00005896872,0.00009951334,0.00007706657],"category_scores_gemma":[0.00002038327,0.0001099072,0.0001729014,0.0001049797,0.00008610923,0.0004397501,0.000004714479,0.00009254825,0.000004511229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005928606,"about_ca_system_score_gemma":0.0001049628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003560104,"about_ca_topic_score_gemma":0.0000133793,"domain_scores_codex":[0.9985515,0.00008298834,0.0006659752,0.0001524155,0.0003952644,0.000151803],"domain_scores_gemma":[0.9990326,0.0001146959,0.0003943169,0.00008944404,0.000232717,0.0001362805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002827344,0.0001414001,0.9377031,0.0008093249,0.0001080427,0.002458583,0.001442801,3.712892e-8,0.04940471,0.00002301567,0.000006411354,0.005075255],"study_design_scores_gemma":[0.002940194,0.0008156714,0.8851659,0.0009622223,0.00120097,0.001904975,0.00003590878,0.00007885415,0.1067128,0.00004752026,0.00001810859,0.0001168923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949359,0.0007186451,0.003492322,0.0002389621,0.00009431969,0.0003417806,0.0001284901,0.000006946841,0.00004267439],"genre_scores_gemma":[0.992501,0.006081443,0.001165423,0.00003888572,0.00009660565,0.00001417071,0.00004859853,0.00001937893,0.0000345007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05730808,"threshold_uncertainty_score":0.4481884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085931879704266,"score_gpt":0.2246125898079416,"score_spread":0.203753271010899,"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."}}