{"id":"W3178483276","doi":"10.1097/opx.0000000000001734","title":"Athletes Demonstrate Superior Dynamic Visual Acuity","year":2021,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Visual acuity; Repeated measures design; Emmetropia; Medicine; Athletes; Monocular; Analysis of variance; Post-hoc analysis; Audiology; Refractive error; Mathematics; Ophthalmology; Physical therapy; Computer science; Artificial intelligence","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":[0.0005682038,0.0001145387,0.0002224521,0.0001762376,0.0005287221,0.0000675933,0.00007781295,0.00006106429,0.0001612186],"category_scores_gemma":[0.0003784483,0.0000878565,0.0000433528,0.00123621,0.0009712067,0.0002977989,0.0002215421,0.000148298,0.00003961849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002618776,"about_ca_system_score_gemma":0.0001284683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001167573,"about_ca_topic_score_gemma":1.79973e-7,"domain_scores_codex":[0.9987797,0.0000318063,0.0001568442,0.0004190152,0.0003160808,0.0002965406],"domain_scores_gemma":[0.9993535,0.00009928444,0.00003247256,0.000160001,0.0001664802,0.0001883193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008620007,0.0004870037,0.7311884,0.0000958813,0.00002280815,0.0001443238,0.0002067447,1.991663e-7,0.2362417,0.00007077746,0.00004101049,0.03141494],"study_design_scores_gemma":[0.0005674192,0.0009925239,0.9744291,0.0001197471,0.00002257218,0.000483725,0.000670084,0.0009848621,0.02141259,0.000048658,0.0001528527,0.0001158652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967813,0.0007297517,0.0000975461,0.0007116402,0.0001955317,0.00008532652,0.000003102312,0.00003169783,0.001364092],"genre_scores_gemma":[0.9977618,0.0002410121,0.0007781884,0.0003415406,0.00002332786,0.000003097678,0.000002817362,0.00000448643,0.0008437507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2432407,"threshold_uncertainty_score":0.4066556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200941094449029,"score_gpt":0.4785470594720626,"score_spread":0.4565376485275723,"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."}}