{"id":"W1997603015","doi":"10.1016/j.jcrs.2007.07.028","title":"Corneal collagen crosslinking with riboflavin and ultraviolet A to treat induced keratectasia after laser in situ keratomileusis","year":2007,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":438,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Keratomileusis; LASIK; Keratoconus; Riboflavin; Ultraviolet a; Medicine; Ophthalmology; Cornea; Ultraviolet therapy; Refractive surgery; Corneal topography; Surgery; Dermatology; Chemistry","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":[0.0001463036,0.0002004847,0.0001600192,0.0001621656,0.000147346,0.0001061617,0.0001127417,0.0001753862,0.0004414706],"category_scores_gemma":[0.0003239719,0.00007375201,0.0001546254,0.000104091,0.0001218351,0.00008777394,0.00006271863,0.0001826956,0.00005879096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683889,"about_ca_system_score_gemma":0.0001732991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006318183,"about_ca_topic_score_gemma":0.00129485,"domain_scores_codex":[0.9999331,0.00001751074,0.000006919938,0.00001026623,0.00001301293,0.0000192062],"domain_scores_gemma":[0.9999163,0.00002123348,0.00003381162,0.000007260187,0.000006276371,0.00001504376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01067316,0.002634708,0.08204349,0.000685718,0.0003962992,0.006711043,0.0005393721,0.001810084,0.7789388,0.0002540079,0.0004321111,0.1148812],"study_design_scores_gemma":[0.004053437,0.0878875,0.4349382,0.0001455922,0.000853805,0.06286086,0.0005226911,0.006431845,0.3931788,0.0003233939,0.00875565,0.00004831676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981682,0.001068358,0.000393772,0.00002311045,0.000007104944,0.0000144692,0.000007274112,0.00001634128,0.0003013399],"genre_scores_gemma":[0.9993061,0.0002342876,0.0003091974,0.00001597443,0.000004201253,0.000004922656,0.0000158605,0.000001708972,0.000107824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006318183,"threshold_uncertainty_score":0.001476824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318189453764011,"score_gpt":0.2772959384028626,"score_spread":0.2641140438652225,"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."}}