{"id":"W2135727892","doi":"10.1111/j.1432-2277.2009.00980.x","title":"Radiotherapy as a bridge to liver transplantation for hepatocellular carcinoma","year":2009,"lang":"en","type":"article","venue":"Transplant International","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver transplantation; Radiation therapy; Nausea; Transplantation; Internal medicine; Liver function; Gastroenterology; Urology; Surgery; Nuclear medicine","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":[0.000108928,0.0001975384,0.0002274239,0.000192302,0.00006213564,0.00003108003,0.0001292532,0.00008954063,0.0004040332],"category_scores_gemma":[0.00000584948,0.0001826063,0.0002306963,0.00009750228,0.00001461146,0.00009236913,0.00000163052,0.00008214278,0.0000943493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009622324,"about_ca_system_score_gemma":0.0000650412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008638242,"about_ca_topic_score_gemma":0.000006355039,"domain_scores_codex":[0.9988453,0.00001908331,0.0002536275,0.000320015,0.0003164786,0.0002454422],"domain_scores_gemma":[0.9994773,0.00005055225,0.00003589475,0.0001394175,0.0001049074,0.0001919564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01042058,0.001087761,0.8413851,0.0002704118,0.0005647264,0.004216115,0.005970571,0.00001381227,0.0835489,0.009576513,0.002053359,0.04089221],"study_design_scores_gemma":[0.01238279,0.004374746,0.7436397,0.0003627798,0.0008529063,0.003072217,0.00002230477,0.03328828,0.1647018,0.0006941661,0.03582274,0.000785514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961822,0.0003160452,0.02727574,0.006696903,0.0002018569,0.001160886,0.0002157344,0.00008969702,0.002221093],"genre_scores_gemma":[0.9911199,0.0005010084,0.003720559,0.002306602,0.0003173295,0.0001087338,0.001076775,0.00002377494,0.0008253732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09774532,"threshold_uncertainty_score":0.744647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894341589957002,"score_gpt":0.2804365500016061,"score_spread":0.231493134102036,"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."}}