{"id":"W2754105140","doi":"10.1097/ico.0000000000001359","title":"Stepwise Guided Photorefractive Keratectomy in Treatment of Irregular Astigmatism After Penetrating Keratoplasty and Deep Anterior Lamellar Keratoplasty","year":2017,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Photorefractive keratectomy; Ophthalmology; Astigmatism; Ablation; Visual acuity; Corneal topography; Aberrations of the eye; Optics","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":[0.0002368714,0.0001480893,0.0001858385,0.0002306954,0.0001491786,0.0001422664,0.0001258322,0.0001447845,0.0003909984],"category_scores_gemma":[0.0008882005,0.00007901573,0.0002456612,0.000184786,0.0002155816,0.0001101021,0.0001680088,0.0001190937,0.00009041333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015103,"about_ca_system_score_gemma":0.0002312935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003715898,"about_ca_topic_score_gemma":0.0007848854,"domain_scores_codex":[0.9998497,0.00003107312,0.00001804109,0.00002441732,0.00004417847,0.00003264165],"domain_scores_gemma":[0.9996338,0.00008759632,0.0001782109,0.00002774194,0.00002524593,0.00004742423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001086604,0.0001811749,0.9214936,0.00009131128,0.0001321019,0.006113424,0.000220447,0.0006187128,0.01874716,0.00003280558,0.0001075491,0.05117507],"study_design_scores_gemma":[0.00006252208,0.003007344,0.9616504,0.00001460401,0.00006273083,0.03078955,0.0001384994,0.0009143656,0.002920374,0.00003767148,0.0003931914,0.000008791925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995984,0.0001794549,0.0001257512,0.000006073225,0.000001159538,0.000003389957,0.000006084565,0.000002539137,0.00007714461],"genre_scores_gemma":[0.9996952,0.0001100517,0.0001131889,0.000008233291,0.000003377705,0.000002901126,0.00002210642,8.710227e-7,0.00004420114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003909984,"threshold_uncertainty_score":0.001308024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817034898649526,"score_gpt":0.2825948658652852,"score_spread":0.2644245168787899,"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."}}