{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032123,0.00008856761,0.0001956432,0.0003295286,0.0002628952,0.00003296959,0.00009933586,0.00005254821,0.0003111436],"category_scores_gemma":[0.002341387,0.00005932514,0.0001858829,0.0002965242,0.00009319311,0.0001442799,0.000001262838,0.0001366502,3.772835e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005458261,"about_ca_system_score_gemma":0.04013863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1711755,"about_ca_topic_score_gemma":0.329188,"domain_scores_codex":[0.9989504,0.0001344346,0.0004263546,0.00007639228,0.0002096341,0.0002027748],"domain_scores_gemma":[0.9951741,0.0003347733,0.0003955588,0.00009435435,0.00043647,0.003564705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00174749,0.0001453291,0.634016,0.0007594401,0.001360525,0.000342344,0.02295426,0.0002642159,0.002514568,0.005948737,0.2495514,0.08039572],"study_design_scores_gemma":[0.007575165,0.003951224,0.7741346,0.0006963337,0.0007386021,0.0002931732,0.02951097,0.002142029,0.008129524,0.001126399,0.1710788,0.0006231077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8482794,0.00003295977,0.0001687876,0.1493506,0.0002439799,0.0008136787,0.0007859131,0.00001009104,0.0003146191],"genre_scores_gemma":[0.9951679,0.00002408119,0.00003891508,0.004408989,0.00009573363,0.000003774368,0.0002380869,0.00001258006,0.000009910595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1580125,"threshold_uncertainty_score":0.9653029,"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."}}