{"id":"W4200225946","doi":"10.1097/txd.0000000000001275","title":"Anonymous Nondirected Living Liver Donation in the United States","year":2021,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Donation; Liver transplantation; Quality of life (healthcare); MEDLINE; Organ donation; Transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002965359,0.0001300423,0.000158452,0.0002947693,0.0000853819,0.00004461509,0.00005909077,0.00007244427,0.0004854675],"category_scores_gemma":[0.00005497384,0.0001057178,0.00005759097,0.001087456,0.00002892205,0.0001420299,0.000002144191,0.0001680369,0.00005281723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000452249,"about_ca_system_score_gemma":0.00007752557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002349614,"about_ca_topic_score_gemma":0.0007901752,"domain_scores_codex":[0.9987228,0.0002572518,0.0002700499,0.0002259115,0.00035335,0.0001706597],"domain_scores_gemma":[0.999083,0.0005040457,0.0000520651,0.000142784,0.0001732711,0.00004476872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003176279,0.005715878,0.5055711,0.005704368,0.0008835858,0.01420593,0.3018105,0.007340583,0.1026761,0.009386947,0.003580099,0.03994869],"study_design_scores_gemma":[0.00207032,0.00007610471,0.9663767,0.000354925,0.0002640751,0.0006170244,0.0009907417,0.00443492,0.02217494,0.00004907875,0.00237817,0.0002130335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845746,0.0002493524,0.001571336,0.001586184,0.0001145912,0.0003420898,0.00005582364,0.0001575816,0.01134851],"genre_scores_gemma":[0.9915748,0.003077519,0.0004159275,0.00166761,0.00004500322,0.00002527667,0.002646909,0.00001849256,0.0005284995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4608056,"threshold_uncertainty_score":0.5315528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753624677874628,"score_gpt":0.2592258097850509,"score_spread":0.2416895630063047,"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."}}