{"id":"W2399545751","doi":"10.3928/1081-597x-20010302-17","title":"Photorefractive Keratectomy With Customized Segmental Ablation to Correct Irregular Astigmatism After Laser in situ Keratomileusis","year":2001,"lang":"en","type":"article","venue":"Journal of Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gimbel Eye Centre","funders":"","keywords":"Keratomileusis; Ablation; Photorefractive keratectomy; LASIK; Astigmatism; Medicine; Ophthalmology; Corneal topography; Visual acuity; Excimer laser; Laser; Optometry; Optics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008549373,0.0002867203,0.0009212969,0.0008556015,0.00006268422,0.00003956314,0.00005336085,0.0001289623,0.0007291337],"category_scores_gemma":[0.0004331165,0.0002186334,0.0002880413,0.0007616198,0.00005544853,0.0007091733,0.00002402304,0.0005344102,0.00004950742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430419,"about_ca_system_score_gemma":0.0003528862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008769557,"about_ca_topic_score_gemma":0.0001293668,"domain_scores_codex":[0.9978689,0.0001950705,0.0007213106,0.0002730078,0.0005850839,0.0003566358],"domain_scores_gemma":[0.9975621,0.0009314079,0.0005604345,0.0001891632,0.000424609,0.000332301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1266026,0.001538872,0.7428368,0.00006320771,0.0007540315,0.009528841,0.00137438,0.0005773641,0.03827969,0.000002357721,0.004599241,0.07384262],"study_design_scores_gemma":[0.006663178,0.0006928963,0.9303401,0.001427268,0.0002801634,0.00226651,0.001587008,0.00009701499,0.03983686,0.00005556185,0.01617608,0.0005774248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957207,0.0002770425,0.000792391,0.0007092473,0.000387325,0.0004017902,0.000006436899,0.00001866356,0.001686425],"genre_scores_gemma":[0.9979804,0.0002016129,0.0004318459,0.0008776038,0.0001789581,0.00003358372,0.00001039991,0.00004011338,0.0002455309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1875032,"threshold_uncertainty_score":0.8915609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009415458546892349,"score_gpt":0.2479164125451686,"score_spread":0.2385009539982763,"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."}}