{"id":"W4284975334","doi":"10.1002/lt.26541","title":"Alpha‐fetoprotein slope over 7.5 ng/ml over 3 months before liver transplantation for hepatocellular carcinoma predicts recurrence even after controlling for alpha‐fetoprotein at liver transplantation","year":2022,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Hepatocellular carcinoma; Liver transplantation; Medicine; Alpha-fetoprotein; Transplantation; Internal medicine; Alpha (finance); Gastroenterology; Milan criteria; Carcinoma; Surgery","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":[0.000448989,0.0001839441,0.0002884331,0.0006870572,0.0003593455,0.0006133026,0.0002660681,0.0005377531,0.00507158],"category_scores_gemma":[0.004842334,0.0001115601,0.0002585211,0.0007666964,0.000119465,0.0003704797,0.0001864585,0.0005479943,0.001057737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094858,"about_ca_system_score_gemma":0.0004220536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003569257,"about_ca_topic_score_gemma":0.006561181,"domain_scores_codex":[0.99986,0.00003196018,0.00002244082,0.00002039089,0.00003606267,0.00002905665],"domain_scores_gemma":[0.9976659,0.000812843,0.0006724047,0.00008201911,0.0002984832,0.0004682728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002347596,0.00001732879,0.9940869,0.000005137782,0.000009685831,0.00006612818,0.00001191752,0.00002819492,0.0001867674,0.00001044107,0.00117306,0.004169628],"study_design_scores_gemma":[0.00001774081,0.000101022,0.9979539,0.00001657124,0.00004526834,0.0004828765,0.00006965557,0.0003863826,0.0001945396,0.00005853098,0.0006664954,0.000006947687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902892,0.001843616,0.0002111919,0.001515152,0.0001352126,0.00001230617,0.00217458,0.00004838108,0.003770295],"genre_scores_gemma":[0.9963086,0.0006515877,0.0002668409,0.0001288674,0.0001296167,0.00001032026,0.001355768,0.00001489793,0.001133467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00507158,"threshold_uncertainty_score":0.0169661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556472461368722,"score_gpt":0.2347579682278882,"score_spread":0.209193243614201,"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."}}