{"id":"W3145381795","doi":"10.1245/s10434-021-09863-6","title":"Blood Cell Salvage and Autotransfusion Does Not Worsen Oncologic Outcomes Following Liver Transplantation with Incidental Hepatocellular Carcinoma: A Propensity Score-Matched Analysis","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Hazard ratio; Propensity score matching; Hepatocellular carcinoma; Milan criteria; Liver transplantation; Surgical oncology; Internal medicine; Confidence interval; Autotransfusion; Proportional hazards model; Surgery; Transplantation; Gastroenterology; Oncology; Blood transfusion","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":[0.001570626,0.0003790556,0.0008151978,0.0006198018,0.0005021495,0.001205911,0.0006303423,0.0006625866,0.003063711],"category_scores_gemma":[0.003637112,0.0003498182,0.002527927,0.001206825,0.0005987746,0.0008763849,0.0006980468,0.0008891802,0.0003278127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004410194,"about_ca_system_score_gemma":0.000551252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295971,"about_ca_topic_score_gemma":0.001970591,"domain_scores_codex":[0.9987999,0.0003412627,0.0001793495,0.0003051865,0.0001493157,0.0002250158],"domain_scores_gemma":[0.9967484,0.000795966,0.001445538,0.0005369492,0.0001423467,0.0003307228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007502641,0.0001492414,0.9831865,0.00004772722,0.002278398,0.0002409256,0.00008490271,0.0004356892,0.0005781031,0.0001723408,0.0003696017,0.004954001],"study_design_scores_gemma":[0.0004223774,0.001769891,0.9884031,0.00002416526,0.001886604,0.000812169,0.0002955797,0.004508989,0.0003528589,0.0007222443,0.0007636027,0.00003837291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987771,0.0003206701,0.0003789683,0.0000424194,0.00003465055,0.00000951624,0.0001763862,0.000004976517,0.0002553903],"genre_scores_gemma":[0.9994855,0.00006768876,0.00007099019,0.00002291709,0.00002701985,0.000005460568,0.000213291,0.000003617016,0.0001033617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003063711,"threshold_uncertainty_score":0.01024914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08831701661063775,"score_gpt":0.2922317097273989,"score_spread":0.2039146931167611,"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."}}