{"id":"W4308620238","doi":"10.1016/j.jtos.2022.11.002","title":"Outcomes of keratolimbal allograft from ABO compatible donors for severe bilateral limbal stem cell deficiency","year":2022,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; ABO blood group system; Basiliximab; Surgery; Visual acuity; Corneal transplantation; Prednisone; Keratoprosthesis; Transplantation; Ophthalmology; Tacrolimus; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002288064,0.0001751645,0.0004171961,0.00003062546,0.000255189,0.00001260586,0.0001731873,0.00003718975,0.0002392375],"category_scores_gemma":[0.000005336919,0.0001182808,0.0002610802,0.0001938069,0.00005017123,0.00003958147,0.0001251265,0.0001397396,0.00001561097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006417951,"about_ca_system_score_gemma":0.00007471283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000619722,"about_ca_topic_score_gemma":0.00002421686,"domain_scores_codex":[0.998773,0.0001137417,0.0002806702,0.0002486434,0.0003114051,0.0002725445],"domain_scores_gemma":[0.9990994,0.000240346,0.000124354,0.0004130418,0.00004712895,0.00007572349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005772762,0.0008180902,0.9885917,0.0000494462,0.0002661493,0.00005000024,0.0009474322,0.003742428,0.003572181,0.00008887693,0.000554667,0.0007416967],"study_design_scores_gemma":[0.01207113,0.002376669,0.9048151,0.00007211931,0.00158906,0.0001002,0.003218246,0.005757949,0.04417193,0.0008731928,0.02405252,0.0009018686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967485,0.00101393,0.00005881408,0.0004592569,0.0002705738,0.0006337487,0.0002964465,0.00004299231,0.0004757054],"genre_scores_gemma":[0.9973521,0.00001955902,0.0003985153,0.0002299815,0.00001341082,0.00003070511,0.0001206902,0.00002330073,0.001811723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08377664,"threshold_uncertainty_score":0.4823351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909434898043271,"score_gpt":0.2461619847992584,"score_spread":0.2270676358188256,"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."}}