{"id":"W2067908219","doi":"10.1053/jhep.2001.26748","title":"Why and How to Innovate Liver Transplantation: A Multiple Treatment Strategy","year":2001,"lang":"en","type":"letter","venue":"Hepatology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Liver transplantation; Citation; Transplantation; Medicine; Editorial board; Library science; Internal medicine; Computer science","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":[0.009819697,0.0008064474,0.001583478,0.0009569902,0.005036648,0.005638766,0.001652256,0.06426664,0.005288822],"category_scores_gemma":[0.03524169,0.0007019386,0.001285869,0.0007545563,0.008927515,0.01230515,0.003684562,0.06121041,0.00220797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005682129,"about_ca_system_score_gemma":0.006476342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002599,"about_ca_topic_score_gemma":0.006298795,"domain_scores_codex":[0.9918384,0.003364683,0.0008768469,0.0008752512,0.001879645,0.001165232],"domain_scores_gemma":[0.9745915,0.01547608,0.001723524,0.000542156,0.003475781,0.004191007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001587241,0.0001749976,0.00316097,0.0002910748,0.0001132802,0.005698017,0.001051409,0.0003025821,0.000477997,0.03196473,0.9173307,0.03927547],"study_design_scores_gemma":[0.0006901955,0.0001938009,0.004145629,0.001526726,0.0001946613,0.01637342,0.005223976,0.001999573,0.0005917873,0.1700159,0.7987043,0.0003400898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002728208,0.001001874,0.000166476,0.9946891,0.003018475,0.000002887082,0.000004349585,0.000004762587,0.0008392725],"genre_scores_gemma":[0.008810907,0.001419711,0.00057933,0.9628303,0.02434656,0.00002782805,0.000007877092,0.00001115248,0.001966276],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06426664,"threshold_uncertainty_score":0.05193216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594001029723538,"score_gpt":0.2804531192062049,"score_spread":0.2445131089089695,"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."}}