{"id":"W4281787072","doi":"10.1097/tp.0000000000004183","title":"Proceedings of the 26th Annual Virtual Congress of the International Liver Transplantation Society","year":2022,"lang":"en","type":"review","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Vanguard; Medicine; Transplantation; Liver transplantation; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Donation; Disease; Intensive care medicine; Family medicine; Pathology; Infectious disease (medical specialty); Political science; Internal medicine; History; Law","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":[0.001424674,0.0006920591,0.0007697615,0.001649428,0.0004599064,0.001760508,0.0005907465,0.0008721091,0.02207761],"category_scores_gemma":[0.001623491,0.0001689924,0.0006219904,0.0008944845,0.0003854037,0.0009299926,0.0014596,0.0015572,0.007803839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006888391,"about_ca_system_score_gemma":0.001423511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007478704,"about_ca_topic_score_gemma":0.001678958,"domain_scores_codex":[0.9995356,0.0001074906,0.00005873971,0.00004234399,0.0001940736,0.00006173077],"domain_scores_gemma":[0.999208,0.0001429036,0.00009425728,0.00001889217,0.0003386052,0.000197299],"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":[0.0002294262,0.0001081293,0.0004830741,0.004943839,0.00009724498,0.0003138512,0.0001258783,0.0001356124,0.001643575,0.002109483,0.6143492,0.3754607],"study_design_scores_gemma":[0.00001326531,0.00005434317,0.0008263458,0.001396563,0.0000403373,0.0004784811,0.00004813601,0.00003811709,0.0003076475,0.0004289036,0.9963587,0.000009311306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002114665,0.8579709,0.001130136,0.01444266,0.08314513,0.0001599744,0.0005212096,0.0001541018,0.04036124],"genre_scores_gemma":[0.01209909,0.8695683,0.001699476,0.006652564,0.0408514,0.0002058324,0.00143635,0.00007370532,0.06741326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02207761,"threshold_uncertainty_score":0.07385701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748876740820539,"score_gpt":0.3002194187264746,"score_spread":0.2727306513182692,"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."}}