{"id":"W4410085354","doi":"10.1097/ico.0000000000003887","title":"Outcomes of Corneal Transplantation After Minimally Invasive Corneal Neurotization in Children","year":2025,"lang":"en","type":"article","venue":"Cornea","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Corneal transplantation; Visual acuity; Corneal graft; Transplantation; Ophthalmology; Surgery; Corneal Transplant; Cornea","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":[0.00007260716,0.0001257326,0.0002978136,0.0001719968,0.00001582354,0.00000811667,0.00006645027,0.00008906204,0.00005632446],"category_scores_gemma":[0.0000668467,0.0001164286,0.00008707669,0.0002669083,0.00004017791,0.00007403536,0.00001522906,0.000123957,0.00001863721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003099319,"about_ca_system_score_gemma":0.0001562366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045068,"about_ca_topic_score_gemma":0.000233878,"domain_scores_codex":[0.9991472,0.00004189295,0.0003101554,0.0002103171,0.000137702,0.0001527772],"domain_scores_gemma":[0.9995395,0.0000725316,0.00006777633,0.0001988087,0.00007999095,0.00004141043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004880311,0.0001229512,0.9947173,0.0001063927,0.00005841937,0.00005116701,0.00022801,0.00001723238,0.002980914,0.0001591833,0.00002214366,0.001048234],"study_design_scores_gemma":[0.002174255,0.000144563,0.9883019,0.0001520095,0.0001436712,0.000006941539,0.00004469234,0.00008767517,0.008790378,0.00005186693,0.00001857662,0.00008344129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997302,0.0001624648,0.0003011958,0.0002558444,0.0001077598,0.0004975697,0.00002556888,0.00002646843,0.001321126],"genre_scores_gemma":[0.9983431,0.0001310647,0.0001571857,0.0008656412,0.00001515338,0.0000232424,0.0001010022,0.00001222145,0.0003513952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006415392,"threshold_uncertainty_score":0.4747819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007368774516445,"score_gpt":0.2421236040377586,"score_spread":0.2347548295213137,"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."}}