{"id":"W4200589564","doi":"10.1093/ofid/ofab466.675","title":"476. A Global Survey of Countermeasures Against the COVID-19 Pandemic Among Solid Organ Transplant Centers","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Pandemic; Transplantation; Organ transplantation; Coronavirus disease 2019 (COVID-19); Organ donation; Kidney transplant; Family medicine; Internal medicine; Kidney transplantation; Emergency medicine; Intensive care medicine; Infectious disease (medical specialty); Disease","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":[0.001977699,0.0002117714,0.0001711397,0.0008498816,0.0003766544,0.0007722438,0.0002336909,0.0005262056,0.004627561],"category_scores_gemma":[0.005933054,0.0001830963,0.0002626537,0.001493304,0.0003117253,0.0008975485,0.0008931346,0.0004793596,0.000773853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004495695,"about_ca_system_score_gemma":0.0007806791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004564005,"about_ca_topic_score_gemma":0.004357304,"domain_scores_codex":[0.9979074,0.001023751,0.0003083421,0.0001944906,0.0002697805,0.0002961778],"domain_scores_gemma":[0.9909402,0.001847419,0.004798451,0.0002709817,0.0008487802,0.001294222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002046312,0.00004596511,0.992502,0.00008277263,0.00001483662,0.00003310487,0.0008026283,0.00003879312,0.000220614,0.00002420808,0.001955263,0.004259362],"study_design_scores_gemma":[0.000005323587,0.0001077155,0.9943473,0.00006058818,0.000005751534,0.00007276853,0.003120196,0.00009266866,0.0000825926,0.00001311388,0.002085482,0.000006501709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882931,0.0004100908,0.0002057612,0.00115466,0.00002279908,0.0001087435,0.005516537,0.00002160985,0.004266584],"genre_scores_gemma":[0.995123,0.0004301973,0.0002793892,0.00151428,0.00004080219,0.0001141619,0.002028333,0.000006436657,0.0004635302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004627561,"threshold_uncertainty_score":0.0154807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04567698452185846,"score_gpt":0.3577733895885206,"score_spread":0.3120964050666621,"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."}}