{"id":"W2022932178","doi":"10.1097/01.tp.0000250657.24081.47","title":"Accuracy of Staging as a Predictor for Recurrence After Liver Transplantation for Hepatocellular Carcinoma","year":2007,"lang":"en","type":"letter","venue":"Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver transplantation; Milan criteria; Transplantation; Stage (stratigraphy); Chemotherapy; Radiology; Orthotopic liver transplantation; Surgery; Carcinoma; Neoadjuvant therapy; Internal medicine; Cancer; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004129551,0.0005379861,0.0007024712,0.001582325,0.0003484378,0.001044133,0.0008201865,0.0008178147,0.0008729225],"category_scores_gemma":[0.02867384,0.000299648,0.0005250255,0.0009824267,0.0005386693,0.0008792342,0.0005031286,0.0008941814,0.0003534866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640062,"about_ca_system_score_gemma":0.0002173726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165117,"about_ca_topic_score_gemma":0.002165037,"domain_scores_codex":[0.9978753,0.001017365,0.000327083,0.0002023743,0.0003770187,0.0002008192],"domain_scores_gemma":[0.9758115,0.01509512,0.004637361,0.001375701,0.002318345,0.0007619613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003586318,0.0000109719,0.9898484,0.00001702588,0.00004899777,0.0001760979,0.00004771107,0.000288207,0.000320176,0.00001464198,0.0005230478,0.008346032],"study_design_scores_gemma":[0.00003335755,0.0004355848,0.9789522,0.00007099391,0.0003425812,0.004340044,0.000140142,0.01236769,0.001679818,0.0001506309,0.001431063,0.00005588219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890637,0.005783749,0.001999434,0.001238846,0.0003686018,0.00001675713,0.000310989,0.00007351084,0.001144364],"genre_scores_gemma":[0.9979683,0.0004750166,0.0006493323,0.0000964265,0.0004318971,0.000005377351,0.0002134801,0.00001787351,0.0001423004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004129551,"threshold_uncertainty_score":0.02183938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05391120238927055,"score_gpt":0.2772200391681593,"score_spread":0.2233088367788888,"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."}}