{"id":"W4223486139","doi":"10.1080/09273948.2022.2060263","title":"Presence of Panel-reactive Antibodies after Penetrating Keratoplasty","year":2022,"lang":"en","type":"article","venue":"Ocular Immunology and Inflammation","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Eye Bank Association of America","keywords":"Medicine; Panel reactive antibody; Incidence (geometry); Transplantation; Surgery; Antibody; Retrospective cohort study; Internal medicine; Gastroenterology; Ophthalmology; Urology; Immunology","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":[0.0004356266,0.0002093465,0.0002191036,0.0005438676,0.0002359688,0.000361136,0.0001255567,0.0003489689,0.002202352],"category_scores_gemma":[0.001942272,0.0001335297,0.0001892565,0.0004721689,0.0002333553,0.0003524294,0.0002064386,0.0005263353,0.000190977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132799,"about_ca_system_score_gemma":0.0002100589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003815281,"about_ca_topic_score_gemma":0.0003481836,"domain_scores_codex":[0.9996533,0.00008319486,0.00003927524,0.00006196259,0.00009091648,0.0000712633],"domain_scores_gemma":[0.9979144,0.000452515,0.00119629,0.00005940774,0.0001240643,0.0002532972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001322574,0.00002908536,0.9968899,0.00001214233,0.00002056029,0.0004518492,0.0000254644,0.0000199079,0.0004770854,0.000009163668,0.00003700221,0.001895717],"study_design_scores_gemma":[0.000003947983,0.0002547129,0.9956359,0.000007349858,0.00002076442,0.00361269,0.00006469975,0.00008464085,0.0001963119,0.00001888103,0.00009797091,0.000002242348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991925,0.0003616663,0.00006745822,0.00002776804,0.000004128523,0.000003727303,0.00003609487,0.000002575831,0.0003041324],"genre_scores_gemma":[0.999781,0.00008176082,0.0000293012,0.00001100342,0.000007909878,0.000001709491,0.0000352904,4.172164e-7,0.00005175489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002202352,"threshold_uncertainty_score":0.007367611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222951688201451,"score_gpt":0.2333644887004051,"score_spread":0.2211349718183906,"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."}}