{"id":"W2331151841","doi":"10.3928/1081597x-20111103-03","title":"Intracorneal Ring Segments Implantation Followed By Same-day Photorefractive Keratectomy and Corneal Collagen Cross-linking in Keratoconus","year":2011,"lang":"en","type":"article","venue":"Journal of Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Keratoconus; Keratometer; Photorefractive keratectomy; Medicine; Ophthalmology; Corneal collagen cross-linking; Corneal topography; Visual acuity; 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":[0.0003176896,0.0001787373,0.0003635866,0.0001635728,0.0002022349,0.0001072521,0.0001201513,0.0001738285,0.000627064],"category_scores_gemma":[0.0006797904,0.00008071271,0.0002061015,0.0001066644,0.0001851881,0.00012536,0.00008915852,0.0001968155,0.00008239503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001244697,"about_ca_system_score_gemma":0.0001764079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003402439,"about_ca_topic_score_gemma":0.0009488323,"domain_scores_codex":[0.99986,0.00005829178,0.00001547259,0.00001671325,0.000024154,0.00002528803],"domain_scores_gemma":[0.9997593,0.00008311676,0.00007098568,0.00001558656,0.00001332721,0.00005765693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07952534,0.006438869,0.5538195,0.0007474003,0.0006830659,0.006614727,0.0006090747,0.001817907,0.1165515,0.0001413448,0.0007103106,0.2323409],"study_design_scores_gemma":[0.002913461,0.161758,0.7942318,0.00007706728,0.0004959675,0.01622072,0.0003955548,0.001785288,0.02045264,0.00006226343,0.001576805,0.00003041692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999233,0.0005250413,0.00005455636,0.000008460833,0.000004357553,0.000007839983,0.000007594976,0.000004365106,0.0001547897],"genre_scores_gemma":[0.9995901,0.000131757,0.000170449,0.00001180935,0.00001064281,0.000006556643,0.00002168661,7.85654e-7,0.00005640879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000627064,"threshold_uncertainty_score":0.002097785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784185878125281,"score_gpt":0.2870337860895013,"score_spread":0.2591919273082485,"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."}}