{"id":"W4213051663","doi":"10.1097/ico.0000000000003004","title":"The Effect of COVID-19 on Corneal Donor Volumes and Eye Bank Processes: An Analysis From the Eye Bank of Canada (Ontario Division)","year":2022,"lang":"en","type":"article","venue":"Cornea","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Therapeutics (Canada); Bank of Canada; Trillium Health Centre; University of Toronto","funders":"","keywords":"Eye bank; Economic shortage; Tissue bank; Corneal transplantation; West bank; Cornea","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001415917,0.0003246853,0.0003604412,0.002090549,0.001974116,0.001882542,0.001191519,0.0004435564,0.002474969],"category_scores_gemma":[0.005177079,0.0002863035,0.00101776,0.005999221,0.0009426483,0.0005348884,0.001461303,0.0008417917,0.0002364244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03714854,"about_ca_system_score_gemma":0.05377285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9813281,"about_ca_topic_score_gemma":0.9863003,"domain_scores_codex":[0.9971569,0.0002032629,0.0002156226,0.0002164254,0.001215649,0.0009921165],"domain_scores_gemma":[0.9904429,0.0008654805,0.003115375,0.0002172754,0.003410357,0.001948632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001032683,0.00002365166,0.992902,0.0000864309,0.00006743325,0.0001068291,0.0008038333,0.0001350475,0.00008525815,0.0001417918,0.001649637,0.003894876],"study_design_scores_gemma":[0.000003973144,0.00002253143,0.9961035,0.00006511388,0.00003323283,0.0000583823,0.001960904,0.0001650987,0.00004461299,0.00001483824,0.001519473,0.00000828289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815529,0.002316457,0.0001707788,0.001082651,0.00002551748,0.00009610937,0.0100085,0.00001381365,0.00473327],"genre_scores_gemma":[0.9924337,0.001803552,0.0001289001,0.0003118927,0.00001685716,0.00003772936,0.004015033,0.00001159232,0.001240824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03714854,"threshold_uncertainty_score":0.2695328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00944681180150651,"score_gpt":0.2557320849167627,"score_spread":0.2462852731152562,"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."}}