{"id":"W4386752746","doi":"10.3389/ti.2023.11648","title":"European Society of Organ Transplantation (ESOT) Consensus Report on Downstaging, Bridging and Immunotherapy in Liver Transplantation for Hepatocellular Carcinoma","year":2023,"lang":"en","type":"article","venue":"Transplant International","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver transplantation; Transplantation; Bridging (networking); Milan criteria; Immunotherapy; Radiofrequency ablation; Internal medicine; Intensive care medicine; Surgery; General surgery; Oncology; Ablation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04601883,0.001096009,0.002088851,0.005056828,0.001391383,0.003260503,0.003562262,0.004599381,0.00262054],"category_scores_gemma":[0.0344761,0.000525267,0.004102307,0.003738179,0.001419477,0.002271713,0.004248969,0.004683407,0.001762522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003433547,"about_ca_system_score_gemma":0.02086219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005868464,"about_ca_topic_score_gemma":0.006572841,"domain_scores_codex":[0.9800345,0.00641763,0.006107136,0.0006893874,0.00543965,0.001311658],"domain_scores_gemma":[0.9544134,0.01065158,0.00657944,0.001085005,0.02394468,0.003325806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003193853,0.0001745017,0.007371441,0.01932763,0.0005394283,0.0007907045,0.001078776,0.001602738,0.001851598,0.006802126,0.5177651,0.4423765],"study_design_scores_gemma":[0.0001541999,0.000215704,0.009170437,0.02896281,0.0009480595,0.001425559,0.00118348,0.0005713612,0.001481069,0.005487631,0.9503065,0.00009315507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01107878,0.4427053,0.02626368,0.3762354,0.07391258,0.002879617,0.005065461,0.0005803375,0.06127896],"genre_scores_gemma":[0.1055275,0.5778889,0.1069152,0.1191005,0.02681112,0.005534365,0.02725879,0.0005735935,0.03038997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04601883,"threshold_uncertainty_score":0.2433737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04534961925473241,"score_gpt":0.2629584541173163,"score_spread":0.2176088348625839,"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."}}