{"id":"W4318826603","doi":"10.1097/lvt.0000000000000081","title":"Progress in liver transplantation, but better access is needed","year":2023,"lang":"en","type":"editorial","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liver transplantation; Transplantation; Intensive care medicine; MEDLINE; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01603874,0.001563288,0.001835976,0.002106147,0.002399564,0.009140736,0.00235298,0.007990674,0.1510966],"category_scores_gemma":[0.03231672,0.0005045516,0.001738183,0.00188905,0.004549464,0.0197753,0.00718062,0.01993591,0.05916405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003070012,"about_ca_system_score_gemma":0.009971912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003996558,"about_ca_topic_score_gemma":0.004731184,"domain_scores_codex":[0.9892612,0.00328813,0.001148365,0.001288917,0.003627929,0.001385455],"domain_scores_gemma":[0.9475906,0.01211031,0.003262027,0.004503903,0.01375747,0.01877574],"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":[0.0001183495,0.0001509115,0.0009730111,0.001430496,0.00005555591,0.0002171145,0.0001822138,0.0001699665,0.0003728277,0.01503053,0.732586,0.248713],"study_design_scores_gemma":[0.00004548412,0.00009410966,0.001458353,0.003223923,0.00003579116,0.0005759044,0.0006085635,0.0001145344,0.0001198154,0.01909005,0.9745913,0.00004224862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005980241,0.083873,0.004147313,0.8527344,0.02751944,0.00004431705,0.0005413451,0.001062964,0.0294792],"genre_scores_gemma":[0.02482792,0.2820011,0.02867747,0.4781146,0.1264284,0.0001896411,0.003375161,0.001485504,0.05490033],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1510966,"threshold_uncertainty_score":0.5054686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799460669140897,"score_gpt":0.3100920078036141,"score_spread":0.2920974011122051,"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."}}