{"id":"W3173903288","doi":"10.1097/sla.0000000000004994","title":"Liver Transplantation in the Time of a Pandemic","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Pandemic; Liver transplantation; Transplantation; Logistic regression; Demography; Odds ratio; Demographics; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","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":[0.001323879,0.0001224328,0.0001693815,0.0002952801,0.0006786757,0.001077477,0.0002440798,0.0005368507,0.002549424],"category_scores_gemma":[0.0042028,0.00008193464,0.0002649454,0.0005200427,0.0005038643,0.001002697,0.001343769,0.0009564223,0.0001795771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007600956,"about_ca_system_score_gemma":0.001232576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004843619,"about_ca_topic_score_gemma":0.007363423,"domain_scores_codex":[0.9993947,0.0002321996,0.00003276712,0.00005861046,0.00006535215,0.0002163368],"domain_scores_gemma":[0.9980831,0.0002958048,0.0009500873,0.00005231673,0.0001179298,0.000500752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006587469,0.0001236325,0.9595588,0.0001633835,0.00007285095,0.00145586,0.002740892,0.0007041664,0.0009198433,0.00207329,0.004859445,0.02666916],"study_design_scores_gemma":[0.00002123336,0.0003196114,0.9788141,0.0002583089,0.00002875027,0.00111636,0.01079189,0.0007262189,0.0002333162,0.001686698,0.005983067,0.00002046019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886115,0.001538897,0.000356762,0.005286354,0.0001600937,0.00002197787,0.0004087271,0.00001341668,0.00360242],"genre_scores_gemma":[0.997773,0.0006068729,0.0001972371,0.0007891065,0.0001576974,0.00001434106,0.0002073849,0.000003885112,0.0002503346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004843619,"threshold_uncertainty_score":0.009630859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554501391630361,"score_gpt":0.3280615570196412,"score_spread":0.1726114178566051,"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."}}