{"id":"W3091947910","doi":"10.1503/cjs.012620","title":"The impact of COVID-19 on the Canadian Kidney Paired Donation program: an opportunity for universal implementation of kidney shipping","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Donation; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Kidney transplantation; 2019-20 coronavirus outbreak; Organ donation; Transplantation; Kidney donation; Environmental health; Economic growth; Surgery; Disease; Virology; Outbreak; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.005521129,0.0004298556,0.0002892954,0.0006031705,0.007199511,0.004003351,0.001915722,0.004941402,0.01676863],"category_scores_gemma":[0.01560583,0.0002625471,0.0007542587,0.0006341657,0.002887552,0.001644693,0.003701326,0.006372878,0.001214633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0310268,"about_ca_system_score_gemma":0.2574881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9274984,"about_ca_topic_score_gemma":0.9726757,"domain_scores_codex":[0.9940451,0.0007726572,0.0001448436,0.0001966023,0.002356743,0.002484001],"domain_scores_gemma":[0.972885,0.002104412,0.0004648927,0.0003415538,0.005407378,0.01879684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001862345,0.0001368056,0.01096703,0.0002822694,0.00003162011,0.0005084449,0.0006641141,0.0003494682,0.0004914684,0.008149247,0.8972367,0.0809965],"study_design_scores_gemma":[0.0002330763,0.0003362004,0.1026072,0.001627784,0.00008882491,0.0003446435,0.006000086,0.0008608964,0.0006518653,0.003438841,0.8836302,0.0001804743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0108852,0.004193394,0.0003446991,0.9505699,0.005134942,0.0001139066,0.0007151336,0.000164859,0.02787805],"genre_scores_gemma":[0.2358606,0.01713062,0.005560121,0.6687964,0.00395333,0.0002699465,0.00197533,0.0001914085,0.06626208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0725016,"threshold_uncertainty_score":0.2251162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538995342007136,"score_gpt":0.3581827367192267,"score_spread":0.204283202518513,"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."}}