{"id":"W4415108542","doi":"10.1097/tp.0000000000005536","title":"Impact of the 6-mo Wait Policy on Transplantation, Resection, and Ablation Outcomes for Patients With Hepatocellular Carcinoma: A National Cancer Database Analysis","year":2025,"lang":"en","type":"article","venue":"Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"National database; Ablation; Resection; Hepatocellular cancer; Hepatocellular carcinoma; Liver 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":[0.002415882,0.0002379059,0.0006781152,0.001729027,0.0003971042,0.001117551,0.0007432112,0.0004520988,0.001038127],"category_scores_gemma":[0.007214967,0.0003421068,0.001440933,0.004282855,0.0002203737,0.0007935616,0.0009439281,0.0007551623,0.0001452288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567399,"about_ca_system_score_gemma":0.001489107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03046383,"about_ca_topic_score_gemma":0.05290557,"domain_scores_codex":[0.9976926,0.0005732895,0.000563302,0.0005359664,0.0003904712,0.0002443986],"domain_scores_gemma":[0.9922116,0.001829448,0.003983937,0.0006715255,0.0007977073,0.0005057964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002768226,0.00003568512,0.9970834,0.0000598837,0.0004385277,0.00005128972,0.00004028372,0.0002337128,0.00004277528,0.00004322159,0.0006578619,0.001036586],"study_design_scores_gemma":[0.00004206264,0.00007851908,0.9963377,0.00004614213,0.0004022096,0.0002726467,0.000298572,0.001618614,0.0000739227,0.0000382516,0.0007767635,0.00001466039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981157,0.0009387933,0.0001563235,0.0002282263,0.00001265774,0.00004020163,0.01687711,0.000008840884,0.0005808531],"genre_scores_gemma":[0.9867023,0.000293223,0.0002519627,0.0000993384,0.00001197772,0.00005002022,0.01249273,0.000005158164,0.00009325742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03046383,"threshold_uncertainty_score":0.06057298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893329744419524,"score_gpt":0.3041852462168535,"score_spread":0.2752519487726582,"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."}}