{"id":"W3174910746","doi":"10.14740/gr1402","title":"Pre-Transplant Factors Influencing Rates of Hepatocellular Carcinoma Recurrence in Liver Transplant Recipients","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver transplantation; Milan criteria; Internal medicine; Gastroenterology; Portal vein thrombosis; Cohort; Thrombosis; Surgery; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004691893,0.0001456678,0.0002598186,0.0005722645,0.0003634937,0.0004821346,0.000217769,0.0003243403,0.001862639],"category_scores_gemma":[0.002607103,0.0001337312,0.0002895788,0.000539004,0.0002251485,0.0003758323,0.0002601726,0.0004386322,0.0002339176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263966,"about_ca_system_score_gemma":0.0002871031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978824,"about_ca_topic_score_gemma":0.002269075,"domain_scores_codex":[0.999688,0.00007588857,0.00004438369,0.0000414001,0.00006814607,0.00008220549],"domain_scores_gemma":[0.9979254,0.0004348152,0.001023304,0.00009506064,0.0001394315,0.0003819622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002454739,0.000009173852,0.9995798,0.000001303383,0.000005446769,0.00003344413,0.00001281592,0.000009434826,0.00004516015,0.000002108773,0.00001130956,0.0002652926],"study_design_scores_gemma":[0.000001620569,0.00005537976,0.9993163,0.000001492626,0.000008178538,0.0003974925,0.00008747033,0.00006299766,0.0000332723,0.000004884118,0.00002949576,0.000001341725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996685,0.0001150647,0.00002579211,0.00002406938,0.000001919741,0.000002082218,0.00004105319,0.000001508822,0.0001200282],"genre_scores_gemma":[0.99984,0.00003557445,0.00001933871,0.00000719147,0.000006601958,0.000001876492,0.0000595201,7.017819e-7,0.00002919085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001978824,"threshold_uncertainty_score":0.006231189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183022511694609,"score_gpt":0.3272559546732152,"score_spread":0.2089537035037543,"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."}}