{"id":"W4394819000","doi":"10.1007/s00417-024-06482-1","title":"Transepithelial phototherapeutic keratectomy for treatment-resistant recurrent corneal erosion syndrome","year":2024,"lang":"en","type":"article","venue":"Graefe s Archive for Clinical and Experimental Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; University of British Columbia","funders":"","keywords":"Phototherapeutic keratectomy; Medicine; Visual acuity; Surgery; Ophthalmology; Corneal dystrophy; Photorefractive keratectomy; 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":[0.0002325839,0.000274249,0.0006450011,0.00009088675,0.0001618061,0.0000295248,0.00005771595,0.0001448743,0.0001769408],"category_scores_gemma":[0.00002990241,0.0002012207,0.000621867,0.00007422601,0.0003878549,0.00004411588,0.00002360158,0.0001140275,0.00001575966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003416817,"about_ca_system_score_gemma":0.00009361397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006752498,"about_ca_topic_score_gemma":0.00000534362,"domain_scores_codex":[0.9982221,0.00009709725,0.000551748,0.0006440451,0.00008688315,0.0003980937],"domain_scores_gemma":[0.9985186,0.001000839,0.00004712113,0.0001562472,0.00002003138,0.000257177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2770455,0.01988558,0.04697315,0.003020656,0.004678322,0.00519822,0.005380018,0.000007063883,0.4323919,0.01478852,0.005434546,0.1851965],"study_design_scores_gemma":[0.08653916,0.3476154,0.1411289,0.001905589,0.003000738,0.02586623,0.002205063,0.01126844,0.06385019,0.05700784,0.256017,0.003595462],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888996,0.006548685,0.0004349111,0.0004835182,0.001129147,0.001666696,0.0004813632,0.0000736554,0.0002824034],"genre_scores_gemma":[0.9970701,0.0003003246,0.0007701474,0.0002070545,0.0001815601,0.0006878934,0.0002926628,0.00004310639,0.0004470933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3685417,"threshold_uncertainty_score":0.8205541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100152876705659,"score_gpt":0.4135110094381315,"score_spread":0.3133581327324725,"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."}}