{"id":"W4385372846","doi":"10.18528/ijgii230020","title":"Is hepatocellular carcinoma viability important when using intraoperative blood salvage during liver transplantation?","year":2023,"lang":"en","type":"article","venue":"International Journal of Gastrointestinal Intervention","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Beatrice Hunter Cancer Research Institute; Dalhousie University","funders":"Dalhousie University","keywords":"Hepatocellular carcinoma; Liver transplantation; Medicine; Transplantation; Surgery; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002769651,0.0003628644,0.001530994,0.001035333,0.000809864,0.004383608,0.0006778447,0.002285743,0.005535044],"category_scores_gemma":[0.03082051,0.0003400638,0.0008002148,0.001157268,0.00158145,0.004125069,0.0006908689,0.003128255,0.001540891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006807181,"about_ca_system_score_gemma":0.001537388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396944,"about_ca_topic_score_gemma":0.003203555,"domain_scores_codex":[0.9979014,0.0006828561,0.0003838001,0.0001987306,0.0006039105,0.0002292332],"domain_scores_gemma":[0.9892097,0.006010804,0.002332506,0.0003396919,0.001292776,0.0008145471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007472434,0.0003390887,0.5055915,0.001898854,0.0006026643,0.01907821,0.001239514,0.0005974416,0.003423413,0.002660704,0.03644774,0.4206485],"study_design_scores_gemma":[0.0007499813,0.002919347,0.6975057,0.01343386,0.002915167,0.1076496,0.02662751,0.004586991,0.00753445,0.04030108,0.09513988,0.0006365167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.504004,0.2783006,0.00580035,0.1618223,0.008526715,0.0001349726,0.0008006288,0.0002083062,0.04040223],"genre_scores_gemma":[0.9194297,0.05968413,0.002367638,0.007928344,0.0088423,0.00004732443,0.0003949399,0.00008111089,0.001224544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005535044,"threshold_uncertainty_score":0.01851654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758835605326494,"score_gpt":0.3088013443860642,"score_spread":0.2812129883327993,"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."}}