{"id":"W2433589348","doi":"10.1097/ico.0000000000000923","title":"Corneal Cross-Linking in Pediatric Patients With Progressive Keratoconus","year":2016,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Keratometer; Keratoconus; Medicine; Ophthalmology; Visual acuity; Corneal pachymetry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002776291,0.0002773929,0.0003915381,0.0005894183,0.0003993924,0.000304642,0.0001897359,0.0002954829,0.001009347],"category_scores_gemma":[0.001603636,0.0001230189,0.0002294072,0.0006275169,0.0003753071,0.0003885292,0.0002506053,0.0003346881,0.0001328176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965788,"about_ca_system_score_gemma":0.0005239512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118226,"about_ca_topic_score_gemma":0.001678449,"domain_scores_codex":[0.9997757,0.00004173037,0.00002690987,0.00004027434,0.00006774491,0.00004767732],"domain_scores_gemma":[0.998895,0.0001862455,0.0006955912,0.00002832491,0.00006626754,0.0001286271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006212042,0.0000370602,0.9876806,0.00003107385,0.00001098072,0.007190895,0.0001085262,0.00004204324,0.000657819,0.00002272415,0.00008378059,0.00407227],"study_design_scores_gemma":[0.000009757433,0.0005487785,0.9309842,0.00003091059,0.00002917588,0.06700802,0.0004523284,0.0001081429,0.0003559802,0.00001983494,0.000449267,0.000003639871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984282,0.0009635325,0.00005543358,0.00002810384,0.000003903263,0.000008567191,0.00004261865,0.000003567956,0.0004659163],"genre_scores_gemma":[0.9991387,0.0005835245,0.0001155576,0.00002474062,0.00001424904,0.000006174796,0.00007132402,0.000001349172,0.0000442719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001118226,"threshold_uncertainty_score":0.003376603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009977940387974992,"score_gpt":0.2532702742060362,"score_spread":0.2432923338180612,"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."}}