{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115337,0.0001709263,0.0002590838,0.0001333396,0.00005668585,0.00002630782,0.00007598259,0.00009226079,0.000241385],"category_scores_gemma":[0.0001379011,0.0001014534,0.00005809664,0.0003529759,0.0001062001,0.0001519879,0.00004024995,0.0001315024,0.0001167937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006572733,"about_ca_system_score_gemma":0.0001583669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007582396,"about_ca_topic_score_gemma":0.00001665357,"domain_scores_codex":[0.9987389,0.00002824825,0.0002677281,0.0003426698,0.0002485248,0.0003739437],"domain_scores_gemma":[0.9991807,0.0001375696,0.0001126544,0.0002488861,0.0001632069,0.0001570271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009063245,0.0002645339,0.9700924,0.0000475263,0.000009404913,0.0001430974,0.00006387313,0.000001287992,0.00001692381,0.00004948574,0.0001501549,0.02825503],"study_design_scores_gemma":[0.005313306,0.0003486833,0.9930496,0.0001583348,0.00002923448,0.000008976691,0.000009627669,0.000009806351,0.0001196427,0.0001037434,0.0006745351,0.0001744886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965838,0.0002970694,0.00006200394,0.0001204674,0.0001578071,0.0006519004,0.000009652123,0.00007229618,0.002045003],"genre_scores_gemma":[0.9990783,0.00002378859,0.00006109688,0.0002662944,0.0001410584,0.00007853513,0.00002352583,0.00002626903,0.0003011216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02808054,"threshold_uncertainty_score":0.4137149,"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."}}