{"id":"W4387126937","doi":"10.1097/j.jcrs.0000000000001264","title":"Reply: Automated and subjective refraction with monofocal, multifocal, and EDOF intraocular lenses: review","year":2023,"lang":"en","type":"letter","venue":"Journal of Cataract & Refractive Surgery","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Refraction; Optometry; Multifocal intraocular lens; Medicine; Subjective refraction; Wavefront; Ophthalmology; Visual acuity; Optics; Refractive error; Physics; Phacoemulsification","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":[0.007574377,0.0009445228,0.002324396,0.00271019,0.001070615,0.002173646,0.002881714,0.01532366,0.00681581],"category_scores_gemma":[0.07154419,0.0007598842,0.002362578,0.002238241,0.002060997,0.006344968,0.002217335,0.01237535,0.004908912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135898,"about_ca_system_score_gemma":0.004052174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002989199,"about_ca_topic_score_gemma":0.003645407,"domain_scores_codex":[0.9954041,0.001102322,0.001468292,0.000492838,0.001175277,0.0003571687],"domain_scores_gemma":[0.9441752,0.02880592,0.004348094,0.0009187154,0.02029854,0.001453511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009901386,0.00001658969,0.0003479584,0.003661608,0.00008737217,0.0003946529,0.0001176896,0.00005266044,0.0001707053,0.0006615321,0.9777097,0.01668056],"study_design_scores_gemma":[0.0001354454,0.00008199947,0.001301345,0.006512549,0.0002634527,0.003839805,0.000506242,0.0001330994,0.0004381247,0.002667519,0.9839976,0.0001228014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003611945,0.07188406,0.0004162921,0.7581236,0.1679425,0.00006661816,0.0005194352,0.00008956258,0.0005968092],"genre_scores_gemma":[0.002509445,0.04905992,0.0005952418,0.8567647,0.08825362,0.0001412038,0.0002796534,0.00005510079,0.002341128],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01532366,"threshold_uncertainty_score":0.0400576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646818261138643,"score_gpt":0.3440055178170571,"score_spread":0.3075373352056706,"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."}}