{"id":"W4416303743","doi":"10.5500/wjt.v15.i4.110496","title":"Overcoming barriers and expanding opportunities in liver transplantation in Mexico","year":2025,"lang":"en","type":"article","venue":"World Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Liver transplantation; Donation; Latin Americans; Pandemic; Public health; Transplantation; Organ donation; United Network for Organ Sharing; Hepatitis C","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":[0.004599281,0.0003124207,0.0005619678,0.00194943,0.00109482,0.003344529,0.0007406464,0.001104757,0.004276645],"category_scores_gemma":[0.008515755,0.0002218029,0.0009212848,0.002718713,0.0009718414,0.003220261,0.001752988,0.001164503,0.0001387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912663,"about_ca_system_score_gemma":0.008270894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047631,"about_ca_topic_score_gemma":0.01848279,"domain_scores_codex":[0.9977894,0.00124138,0.0003386798,0.0001732705,0.0002730536,0.0001842489],"domain_scores_gemma":[0.995837,0.002419152,0.001151162,0.00006160606,0.000402578,0.0001285548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004365098,0.0001395945,0.06499264,0.1207719,0.001023196,0.005038419,0.02110502,0.0008829471,0.001284064,0.04893292,0.04397861,0.6914142],"study_design_scores_gemma":[0.0001225726,0.0003008633,0.07645512,0.1254065,0.002069131,0.003821549,0.03106281,0.0004486971,0.0007958824,0.01167614,0.7477327,0.0001081389],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03196231,0.9127674,0.0009641954,0.04310467,0.0005795495,0.00007899485,0.0005514834,0.00003536084,0.009956083],"genre_scores_gemma":[0.2505294,0.735329,0.002316332,0.008934493,0.00109662,0.0002848712,0.0006118433,0.00002245796,0.0008748512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01047631,"threshold_uncertainty_score":0.02432364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196711289150697,"score_gpt":0.2957610281920593,"score_spread":0.2737939153005523,"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."}}