{"id":"W4403912401","doi":"10.1097/ico.0000000000003746","title":"Donor Tissue Preservation Time Impact on Keratolimbal Allograft Outcomes","year":2024,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Transplantation; Surgery; Medical record; Subgroup analysis; Corneal transplantation; Tissue bank; Cornea; Retrospective cohort study; Eye bank; Ophthalmology; Internal medicine; Confidence interval","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":[0.001174708,0.0001372182,0.0002984033,0.000425843,0.0001999351,0.0006203224,0.000150551,0.0001266109,0.002364742],"category_scores_gemma":[0.003845016,0.00004901057,0.0003948574,0.0005053284,0.0002285825,0.0004362666,0.0003269279,0.0003128681,0.0001660431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490667,"about_ca_system_score_gemma":0.0004749059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003874724,"about_ca_topic_score_gemma":0.0006298441,"domain_scores_codex":[0.9993285,0.000171868,0.0001338337,0.00007896039,0.0001893753,0.00009748653],"domain_scores_gemma":[0.9941509,0.001607518,0.003205918,0.0002622868,0.0003910742,0.0003822623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002296584,0.0002435966,0.9652012,0.0001807155,0.0002251856,0.0004616989,0.0000984482,0.0002496498,0.002751483,0.00006301748,0.0001028112,0.02812552],"study_design_scores_gemma":[0.00002575611,0.00197024,0.9891103,0.00008153651,0.0003084725,0.002900755,0.0002809895,0.0004186392,0.004078051,0.00009131648,0.0007228804,0.0000110794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977987,0.001526261,0.0002000901,0.00002676648,0.000008841366,0.000008910804,0.00009398172,0.000003638039,0.0003328721],"genre_scores_gemma":[0.9995093,0.0002189461,0.00008131324,0.00001079849,0.000006049447,0.000004552005,0.00008804266,0.000001779024,0.00007929323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002364742,"threshold_uncertainty_score":0.007910907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958746847403493,"score_gpt":0.3307924762430338,"score_spread":0.3112050077689988,"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."}}