{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006658359,0.0003035025,0.0003281572,0.0004430698,0.0001461446,0.0003312398,0.0003078179,0.0003778974,0.001146892],"category_scores_gemma":[0.00248099,0.0001597868,0.0002092194,0.0002322114,0.0003307286,0.0002372436,0.0002317534,0.0001699745,0.0001179246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006072387,"about_ca_system_score_gemma":0.000304667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002350919,"about_ca_topic_score_gemma":0.002522175,"domain_scores_codex":[0.9991603,0.000129407,0.00008819979,0.0001265573,0.0004474386,0.00004806305],"domain_scores_gemma":[0.9984174,0.000547497,0.0004131561,0.0001135613,0.0003556462,0.0001527611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01388553,0.001571697,0.05842926,0.00087467,0.0001475019,0.0004372508,0.0009109187,0.0006862254,0.8460903,0.00009434066,0.0001638952,0.0767085],"study_design_scores_gemma":[0.000825559,0.06921525,0.432765,0.00003249411,0.0003291292,0.002529803,0.000546279,0.002431526,0.4892667,0.00004028433,0.00194835,0.0000696701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993516,0.0001835069,0.0003319121,0.000003528098,0.000002015746,0.00001552076,0.00002083625,0.000004643909,0.00008645317],"genre_scores_gemma":[0.9981849,0.00009146362,0.001360579,0.00001198724,0.000003104348,0.00002260686,0.00005169538,0.000003505527,0.0002701434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002350919,"threshold_uncertainty_score":0.004674494,"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."}}