{"id":"W4410339459","doi":"10.1364/boe.557747","title":"Dynamic presbyopia correction in the macular field of view by using a liquid crystal lens","year":2025,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National d'Optique","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Presbyopia; Optics; Lens (geology); Optometry; Liquid crystal; Field (mathematics); Computer science; Materials science; Medicine; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002203545,0.0001036967,0.0002623938,0.00009832908,0.00005698248,0.00000510312,0.0001093869,0.0001583575,0.00003747872],"category_scores_gemma":[0.0002520511,0.00007082209,0.00006461707,0.0002582326,0.0002101727,0.00003427964,0.00007926289,0.0002167318,0.000001258466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003188405,"about_ca_system_score_gemma":0.00005474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005070202,"about_ca_topic_score_gemma":0.000001363919,"domain_scores_codex":[0.9990954,0.00007991453,0.0002827804,0.0001561827,0.0002040882,0.0001815687],"domain_scores_gemma":[0.9994552,0.0002382579,0.00005437195,0.0001777497,0.00004035034,0.00003407462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006861192,0.01701651,0.04402361,0.005978692,0.00172232,0.0005988356,0.00721169,0.00005046123,0.8012478,0.001648117,0.1031796,0.01046118],"study_design_scores_gemma":[0.04509135,0.09015631,0.1023042,0.03161792,0.006430096,0.00227591,0.01933744,0.2415347,0.1874965,0.001788394,0.2683347,0.003632417],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923859,0.001080295,0.002514488,0.002089595,0.0005620735,0.0003479238,0.000009139727,0.00001572701,0.0009948112],"genre_scores_gemma":[0.9983627,0.0002089254,0.0003315486,0.0006267771,0.00002668596,0.00001817728,0.00001821795,0.000005401945,0.0004015749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6137514,"threshold_uncertainty_score":0.2888041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275775765003627,"score_gpt":0.3647303591783184,"score_spread":0.3419726015282821,"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."}}