{"id":"W3016854942","doi":"10.1097/ico.0000000000002336","title":"Outcomes of Ipsilateral Simple Limbal Epithelial Transplantation, Tenonectomy, Mitomycin and Amniotic Membrane Transplantation for Treatment of Recurrent Pterygium","year":2020,"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":"Pterygium; Medicine; Transplantation; Mitomycin C; Visual acuity; Symblepharon; Surgery; Ophthalmology; Retrospective cohort study","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000412658,0.0001826567,0.0005590556,0.0000599192,0.0000358851,0.00000526209,0.00003182302,0.0000609269,0.00003898176],"category_scores_gemma":[0.00001733124,0.0001386175,0.0001742644,0.00009502438,0.00005214325,0.0000579326,0.00000321434,0.00002690204,0.000002707903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000025801,"about_ca_system_score_gemma":0.00004553406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009112199,"about_ca_topic_score_gemma":0.0000330454,"domain_scores_codex":[0.9990302,0.00003011251,0.0003992337,0.0002435079,0.000133383,0.0001635497],"domain_scores_gemma":[0.9993663,0.0002026024,0.0001203033,0.000107544,0.00006828305,0.000134966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01553338,0.00164104,0.8892183,0.00306211,0.0009364975,0.0001691069,0.009871435,0.00003818662,0.03868403,0.0001169162,0.00005762795,0.04067139],"study_design_scores_gemma":[0.01191805,0.004569194,0.8256797,0.0001111649,0.001508637,0.00006269234,0.00008876693,0.0006336891,0.1548423,0.00006237398,0.0003457585,0.0001777633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971756,0.0002178997,0.0005078265,0.0004647849,0.0001629542,0.0007545006,0.00064282,0.0000272046,0.00004645498],"genre_scores_gemma":[0.9981987,0.0007141254,0.0003515778,0.00007308741,0.00007513619,0.00003914767,0.0005001624,0.0000169218,0.00003107027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1161582,"threshold_uncertainty_score":0.5652657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553380893598974,"score_gpt":0.2858703670212698,"score_spread":0.25033655808528,"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."}}