{"id":"W2466434652","doi":"10.3928/1081-597x-20030302-06","title":"Primary Multipoint (Segmental) Custom Ablation","year":2003,"lang":"en","type":"article","venue":"Journal of Refractive Surgery","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gimbel Eye Centre","funders":"","keywords":"Astigmatism; Ablation; Root mean square; Corneal topography; Aberrations of the eye; Refractive surgery","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":[0.0009102625,0.0001148259,0.0004545563,0.0002239007,0.00008452893,0.000006404025,0.00002292963,0.00007686296,0.00018148],"category_scores_gemma":[0.0007139368,0.0000849262,0.0002361007,0.0001324362,0.00006640864,0.0002818218,0.00001143972,0.0003140661,0.00002884656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200648,"about_ca_system_score_gemma":0.0001731122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000243288,"about_ca_topic_score_gemma":1.183364e-7,"domain_scores_codex":[0.9988929,0.0001498855,0.0004336954,0.00009659876,0.0002595207,0.0001674035],"domain_scores_gemma":[0.9984735,0.0005936001,0.000490432,0.00008815157,0.000250357,0.0001040031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001429408,0.001487845,0.9693132,0.00009037487,0.0005967562,0.0006630125,0.0003003047,0.000006397868,0.01008661,0.00003871906,0.01038298,0.005604409],"study_design_scores_gemma":[0.001102471,0.0008734773,0.9752625,0.0002287154,0.0001684219,0.002743455,0.0006074738,0.000003160861,0.008053006,0.0001406241,0.01069996,0.0001167583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927968,0.0007319911,0.0001486733,0.0004272534,0.0006722205,0.0001145038,0.000001168353,0.000008378825,0.005099028],"genre_scores_gemma":[0.9977062,0.0002910548,0.0007457823,0.0004193419,0.0001653841,0.000002339388,0.000002737318,0.00001202178,0.000655153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005949293,"threshold_uncertainty_score":0.346319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686342833791444,"score_gpt":0.334234130419477,"score_spread":0.2973707020815626,"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."}}