{"id":"W208049064","doi":"10.3928/1081-597x-20030302-07","title":"Wavefront-guided Multipoint (Segmental) Custom Ablation Enhancement Using the Nidek NAVEX Platform","year":2003,"lang":"en","type":"article","venue":"Journal of Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gimbel Eye Centre","funders":"","keywords":"Ablation; Medicine; Aberrations of the eye; Keratomileusis; Wavefront; Astigmatism; Visual acuity; Ophthalmology; Photorefractive keratectomy; Corneal topography; Centration; 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":[0.00174104,0.0001957582,0.00051298,0.0002384166,0.0001858575,0.00002966671,0.00005450182,0.00008494952,0.0004690952],"category_scores_gemma":[0.0009298816,0.0001266996,0.000431319,0.0002602979,0.00007450495,0.0004729665,0.00001802766,0.0004205588,0.0000158577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813147,"about_ca_system_score_gemma":0.0004409592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005486617,"about_ca_topic_score_gemma":0.000006343895,"domain_scores_codex":[0.9979648,0.0001476377,0.0008426278,0.0001604267,0.0005755328,0.0003090014],"domain_scores_gemma":[0.9974258,0.0009100511,0.0009293472,0.0002060203,0.0003558587,0.0001729379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009307972,0.004030596,0.4326485,0.0003372064,0.003017946,0.001868831,0.004809606,0.002367185,0.2549751,0.0003817751,0.05521947,0.2310359],"study_design_scores_gemma":[0.00892159,0.001131446,0.2126375,0.002425262,0.001709074,0.006473645,0.01993797,0.003740241,0.4603733,0.002443713,0.2785312,0.001675033],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896858,0.000788077,0.005380848,0.000485932,0.001014414,0.0002757535,0.00000193597,0.000009671267,0.002357535],"genre_scores_gemma":[0.9975262,0.0003525993,0.0009007801,0.0006857711,0.0001821312,0.000004282693,0.000004793571,0.00002264335,0.0003208088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2293608,"threshold_uncertainty_score":0.5166658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06593960396851883,"score_gpt":0.3157708560574473,"score_spread":0.2498312520889285,"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."}}