{"id":"W2091718537","doi":"10.1016/j.jcjo.2012.11.007","title":"Corneal collagen cross-linking using riboflavin and ultraviolet A for the treatment of mild to moderate keratoconus: 2-year follow-up","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Toronto Western Hospital; University Health Network","funders":"","keywords":"Scheimpflug principle; Keratoconus; Keratometer; Medicine; Ophthalmology; Corneal collagen cross-linking; Corneal topography; Visual acuity; Cornea","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001989784,0.0001367128,0.0004235089,0.0001671006,0.0001759962,0.00004369406,0.00008214446,0.00009939346,0.0003043841],"category_scores_gemma":[0.000113682,0.00009678293,0.0001496206,0.0001269279,0.0001499551,0.00006177134,0.000004957857,0.00006398769,0.000002623329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243639,"about_ca_system_score_gemma":0.0008633714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009240307,"about_ca_topic_score_gemma":0.0006153658,"domain_scores_codex":[0.9990296,0.00004420026,0.0003878627,0.0001359069,0.00007496883,0.000327495],"domain_scores_gemma":[0.9985809,0.0002579398,0.000163743,0.0001427097,0.000328108,0.0005265521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003361956,0.0002009524,0.9687482,0.0001299099,0.0008476352,0.003881147,0.00474136,0.002836881,0.006941621,0.0002405449,0.001265354,0.006804424],"study_design_scores_gemma":[0.03013996,0.01919695,0.7747436,0.000860913,0.001431025,0.1377368,0.00499123,0.008263473,0.01068047,0.003834606,0.007015812,0.00110518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967656,0.001055681,0.00012127,0.0005683448,0.0003693921,0.000788375,0.00003905989,0.00000140255,0.0002908553],"genre_scores_gemma":[0.9988685,0.00001580407,0.0005077535,0.0001413769,0.0001146432,0.00002488232,0.00000407127,0.00001777176,0.000305234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1940046,"threshold_uncertainty_score":0.9973572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0580276950880771,"score_gpt":0.3201276363450846,"score_spread":0.2620999412570075,"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."}}