{"id":"W2143679364","doi":"10.1016/j.jcrs.2005.12.035","title":"Topographic screening of donor eyes for previous refractive surgery","year":2006,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Radial keratotomy; Keratomileusis; Photorefractive keratectomy; Refractive surgery; Ophthalmology; Medicine; Receiver operating characteristic; Mean difference; Corneal topography; Refractive error; Optometry; Significant difference; Cornea; Vision disorder; Curvature; Eye disease; Mathematics; Confidence interval; Geometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009049381,0.0004153669,0.0002816716,0.0009287414,0.000274001,0.00061656,0.0002485251,0.0002762577,0.003420668],"category_scores_gemma":[0.004943234,0.0001526651,0.0002144462,0.0006296146,0.0002665869,0.0004348222,0.0003189405,0.0002112362,0.00062014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003749643,"about_ca_system_score_gemma":0.0003843546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373325,"about_ca_topic_score_gemma":0.0034297,"domain_scores_codex":[0.9995311,0.00009119216,0.00007130917,0.00006274836,0.0001695913,0.00007411891],"domain_scores_gemma":[0.997886,0.0006230939,0.0006716605,0.0002082253,0.000438203,0.000172782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042715,0.00001989878,0.9931856,0.00001478761,0.00001012239,0.0003223877,0.00002605118,0.0000331738,0.0009281777,0.000008012089,0.00008085775,0.00526657],"study_design_scores_gemma":[0.00001679461,0.0001818452,0.9871687,0.00003138392,0.00004091096,0.008160182,0.0002185872,0.0005408667,0.003019854,0.00003449059,0.0005793634,0.000007141647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998296,0.0003135792,0.0003056493,0.000022201,0.000005242626,0.00001825145,0.0001483914,0.00001152617,0.0008792282],"genre_scores_gemma":[0.9990507,0.0001463666,0.0004011293,0.00001619637,0.00000671364,0.00001067032,0.0002121697,0.000002730824,0.0001534345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003420668,"threshold_uncertainty_score":0.01144332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708333102300935,"score_gpt":0.2862443485429625,"score_spread":0.2591610175199532,"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."}}