{"id":"W4410124445","doi":"10.1111/opo.13521","title":"Optical characterisation and vision quality assessment of two myopia control contact lenses","year":2025,"lang":"en","type":"article","venue":"Ophthalmic and Physiological Optics","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"CooperVision","keywords":"Coaxial; Optics; Lens (geology); Contact lens; Optical transfer function; Wavefront; Optometry; Visual acuity; Ray tracing (physics); Computer science; Physics; Medicine; Telecommunications","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":[0.0002567011,0.0001549922,0.0005795397,0.00003987792,0.0001040964,0.00001050458,0.00003606989,0.0001251942,0.00003118177],"category_scores_gemma":[0.0001347358,0.0001055214,0.00006357106,0.00006590285,0.0002992456,0.00005530082,0.00007865342,0.0001853699,0.000001143332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001739771,"about_ca_system_score_gemma":0.00003261943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008632415,"about_ca_topic_score_gemma":8.37166e-8,"domain_scores_codex":[0.9990227,0.0001162614,0.0003369972,0.0002550785,0.0001026415,0.0001663445],"domain_scores_gemma":[0.9992055,0.0004029554,0.0001030042,0.0001303666,0.00008696015,0.00007125972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008672307,0.001192062,0.6680326,0.0004505395,0.0002686456,0.00001728776,0.00005889657,0.000002844454,0.2769081,0.04970557,0.0000437464,0.002452411],"study_design_scores_gemma":[0.002382822,0.00460129,0.9896571,0.0001325995,0.0001275659,0.00003070653,0.00008508431,0.0006861737,0.0004506426,0.001738765,0.00001082679,0.00009640044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962015,0.0001927696,0.0002459291,0.0005977349,0.00008722008,0.0003038516,0.00001426491,0.00001754122,0.002339152],"genre_scores_gemma":[0.9983586,0.0002637439,0.0007968291,0.0003329885,0.00004116329,0.00001240596,0.00002010146,0.000004018392,0.0001701523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3216245,"threshold_uncertainty_score":0.4303038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0670760486970138,"score_gpt":0.4534619116924551,"score_spread":0.3863858629954414,"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."}}