{"id":"W2487434494","doi":"10.17925/eor.2009.03.02.80","title":"Refractive Aspect of Cataracts – Towards Customisation","year":2009,"lang":"en","type":"article","venue":"European Ophthalmic Review","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Crandall University","funders":"","keywords":"Photopic vision; Phacoemulsification; Spherical aberration; Ophthalmology; Intraocular lenses; Cataracts; Medicine; Contrast (vision); Cataract surgery; Intraocular lens; Lens (geology); Visual acuity; Mesopic vision; Optometry; Optics; Retinal; 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":[0.0007875573,0.0001363076,0.0004438202,0.00005519997,0.00003028749,0.000005369695,0.00008516487,0.00002276819,0.0005227224],"category_scores_gemma":[0.0004346033,0.0001061579,0.0001911193,0.0001863998,0.00003153831,0.00009117213,0.00001276313,0.0001736524,0.0004761855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000354588,"about_ca_system_score_gemma":0.00007104978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008802742,"about_ca_topic_score_gemma":3.8608e-8,"domain_scores_codex":[0.998727,0.0003034387,0.0004073125,0.0002004971,0.0002140028,0.0001477499],"domain_scores_gemma":[0.9991665,0.00003254082,0.0002024369,0.0003882151,0.0001292834,0.00008102771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003596639,0.0008116267,0.0009753829,0.005943794,0.0001799562,0.003632893,0.0008435699,0.000002491497,0.02611059,0.001393559,0.02186711,0.9378794],"study_design_scores_gemma":[0.0009179857,0.001216396,0.3482327,0.02008158,0.0006302722,0.003365165,0.00004505694,0.00000700118,0.01287255,0.0001130499,0.6120504,0.0004678121],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.212064,0.09077408,0.00004657281,0.002935948,0.0001878352,0.0008286739,0.000005978887,0.00007002794,0.6930869],"genre_scores_gemma":[0.9678008,0.02755953,0.0002548957,0.002632594,0.0001718854,0.00000177371,0.00006851095,0.00001936986,0.001490674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9374115,"threshold_uncertainty_score":0.6120561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986171422490818,"score_gpt":0.3179870642595766,"score_spread":0.2881253500346684,"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."}}