{"id":"W3045666839","doi":"10.1097/ico.0000000000002403","title":"Topography-Guided Photorefractive Keratectomy for Postkeratoplasty Astigmatism: Long-Term Outcomes","year":2020,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Canadian Sport Centre Pacific; University of British Columbia","funders":"","keywords":"Medicine; Photorefractive keratectomy; Ophthalmology; Astigmatism; Corneal topography; Ablation; Visual acuity; Internal medicine; 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":[0.000552504,0.0002153922,0.0003008641,0.0002956621,0.0002315497,0.0002502156,0.0002015638,0.0003337659,0.0006557038],"category_scores_gemma":[0.001583863,0.00007689455,0.0003486919,0.0001825449,0.0003069622,0.0003049172,0.0001669244,0.000197032,0.0002257592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889866,"about_ca_system_score_gemma":0.0001624194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003367283,"about_ca_topic_score_gemma":0.0006807343,"domain_scores_codex":[0.9997359,0.00004851268,0.000035781,0.00003941079,0.0000932819,0.00004709141],"domain_scores_gemma":[0.9989992,0.0002057459,0.0005292335,0.0001012867,0.00008655449,0.000078028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002087153,0.001112167,0.8744757,0.0001555697,0.0003644861,0.003087725,0.0003390813,0.000813681,0.01442002,0.0000286503,0.0003115487,0.1028042],"study_design_scores_gemma":[0.0001304958,0.01109768,0.9616342,0.00004584032,0.0001959243,0.02170886,0.0001961587,0.000725603,0.003652347,0.00003081262,0.0005633543,0.000018818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987001,0.0008757474,0.0001845706,0.00001721057,0.00000379809,0.000006956962,0.00002468373,0.000006742629,0.0001801516],"genre_scores_gemma":[0.999459,0.0002214115,0.00009562548,0.00002604848,0.00001391698,0.000006956388,0.0000873866,0.000001590587,0.00008808425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006557038,"threshold_uncertainty_score":0.002921939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06810051369859885,"score_gpt":0.3214672576733557,"score_spread":0.2533667439747568,"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."}}