{"id":"W2800283938","doi":"10.21037/amj.2018.04.07","title":"Liver transplant donation","year":2018,"lang":"en","type":"article","venue":"AME Medical Journal","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Liver transplantation; Liver disease; Donation; Transplantation; Surgery; Intensive care medicine; Disease; Limiting; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003501682,0.0000737164,0.0001409006,0.00008640478,0.0000896081,0.00001590664,0.00008466473,0.0001031582,0.007697423],"category_scores_gemma":[0.00006901909,0.00005024757,0.00007936209,0.00008476104,0.0001387544,0.00006539113,0.000004582245,0.0003517437,0.0001833229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002971603,"about_ca_system_score_gemma":0.0001351605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008988539,"about_ca_topic_score_gemma":0.000008561484,"domain_scores_codex":[0.9988362,0.00003074239,0.0002356969,0.00008790405,0.0006477503,0.0001617471],"domain_scores_gemma":[0.9993857,0.00004337168,0.00004797961,0.00007168524,0.0001071174,0.0003441975],"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":[0.001696022,0.0008861134,0.2175961,0.0005387327,0.0004508108,0.0120832,0.006399169,1.430059e-7,0.00647732,0.008842232,0.0788008,0.6662294],"study_design_scores_gemma":[0.01046632,0.003646281,0.6042944,0.001981962,0.0008163684,0.07743929,0.0002372963,0.002054408,0.0793455,0.002378178,0.2166727,0.000667261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8140481,0.0005298562,0.1361805,0.03242788,0.001158187,0.0002558445,0.00000931725,0.000278579,0.01511172],"genre_scores_gemma":[0.9879212,0.002528626,0.002505315,0.005296881,0.001255205,0.000001110172,0.000007228732,0.00001129637,0.0004731262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6655622,"threshold_uncertainty_score":0.9932097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390336020776775,"score_gpt":0.2971714210361276,"score_spread":0.2832680608283599,"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."}}