{"id":"W4303685470","doi":"10.3390/curroncol29100593","title":"Hepatocellular Carcinoma, Alpha Fetoprotein, and Liver Allocation for Transplantation: Past, Present and Future","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Liver transplantation; Alpha-fetoprotein; Liver disease; Biomarker; Transplantation; Oncology; Internal medicine; Chronic liver disease; Milan criteria; Liver cancer; Cirrhosis","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":[0.0008585426,0.0005055233,0.001143064,0.001801288,0.0002072129,0.0009945944,0.0006914114,0.00103883,0.00216001],"category_scores_gemma":[0.001865521,0.0002063377,0.0006630174,0.002668817,0.0004799432,0.001294959,0.0004150102,0.001369303,0.0005902537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009196216,"about_ca_system_score_gemma":0.002039455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538803,"about_ca_topic_score_gemma":0.004309858,"domain_scores_codex":[0.9997692,0.0000718879,0.00004177231,0.00003428195,0.00006330614,0.00001971593],"domain_scores_gemma":[0.9992736,0.0004169514,0.0001185768,0.00001327755,0.0001403477,0.00003730275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009914493,0.00005663283,0.0005196874,0.02896998,0.0002068554,0.0000995192,0.00007403734,0.0004675269,0.0002551684,0.004123277,0.03293185,0.9321963],"study_design_scores_gemma":[0.00004494006,0.0001772437,0.003635949,0.03184009,0.0005548526,0.001421459,0.0001830449,0.0002531105,0.0001761145,0.005449819,0.9562241,0.00003921664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004891729,0.9992251,0.00002112284,0.0004280623,0.00009487288,9.90108e-7,0.000005959869,0.000001562944,0.0001733966],"genre_scores_gemma":[0.0004190453,0.9991276,0.0000537813,0.000205523,0.000105415,0.000002272651,0.000008990311,4.78354e-7,0.0000769402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002538803,"threshold_uncertainty_score":0.00722599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2267128915203589,"score_gpt":0.3753132534053202,"score_spread":0.1486003618849613,"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."}}