{"id":"W2728005179","doi":"10.1111/opo.12387","title":"Effect of simulated refractive error on adult visual acuity for paediatric tests","year":2017,"lang":"en","type":"article","venue":"Ophthalmic and Physiological Optics","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Auckland Medical Research Foundation","keywords":"Visual acuity; Refractive error; Optometry; Chart; Limits of agreement; Test (biology); Ophthalmology; Medicine; Optics; Mathematics; Physics; Statistics; Geology","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":[0.0002152525,0.000225669,0.000629162,0.00003584908,0.0003590816,0.00001099162,0.0001031426,0.0002353501,0.00001916887],"category_scores_gemma":[0.001836483,0.0001372683,0.0001468007,0.00004165354,0.0003638897,0.00005755333,0.0001128759,0.0002261661,0.000009734026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001666229,"about_ca_system_score_gemma":0.00001603735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006138184,"about_ca_topic_score_gemma":4.513006e-8,"domain_scores_codex":[0.9990179,0.00008312774,0.0002168132,0.0003126265,0.0001127405,0.0002567962],"domain_scores_gemma":[0.9982357,0.001028846,0.0002327184,0.0002558329,0.0001407419,0.0001061612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05505481,0.00984584,0.794042,0.003501107,0.00188502,0.0004032455,0.0005163169,0.0002049321,0.1125923,0.002129994,0.001079847,0.01874458],"study_design_scores_gemma":[0.003906356,0.06471922,0.9214834,0.0001223306,0.0003100594,0.00004520361,0.00003529199,0.002478044,0.006071945,0.0006172332,0.000009446979,0.0002014635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978124,0.00005777493,0.000003920924,0.0001565532,0.0001209274,0.000675117,0.0000303058,0.00002094017,0.001122044],"genre_scores_gemma":[0.9992638,0.0000791062,0.0001257743,0.00009062106,0.0001681643,0.00002289884,0.00002165884,0.00001203051,0.0002159757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274414,"threshold_uncertainty_score":0.5597641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05875972293450662,"score_gpt":0.4322173869358299,"score_spread":0.3734576640013233,"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."}}