{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003304349,0.0004282527,0.000337051,0.0009625023,0.0004418757,0.0005800209,0.0001890042,0.0003778128,0.0147861],"category_scores_gemma":[0.001217084,0.0001730923,0.0001981797,0.0003739562,0.0004052068,0.0003850739,0.0007471236,0.0002987062,0.001029676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674061,"about_ca_system_score_gemma":0.0001814264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156164,"about_ca_topic_score_gemma":0.001655608,"domain_scores_codex":[0.9997043,0.00002358936,0.00003728958,0.00009555341,0.00006497448,0.00007429205],"domain_scores_gemma":[0.9991049,0.0001363416,0.0004058138,0.00004773319,0.0001479912,0.000157102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00233156,0.0009222696,0.8541388,0.0004428718,0.000222076,0.00215774,0.002116699,0.0002055235,0.07319172,0.0003765231,0.002137112,0.06175715],"study_design_scores_gemma":[0.00001729419,0.000911393,0.9940906,0.00003989978,0.00002502636,0.001872408,0.0007224386,0.0001178601,0.001436548,0.0001270968,0.0006323176,0.000007183504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978089,0.0001429225,0.0002129337,0.00003698486,0.00001317918,0.00001240003,0.0001483323,0.00001429796,0.001610083],"genre_scores_gemma":[0.9982238,0.00007933223,0.0001770833,0.00002928987,0.00001212016,0.00001253354,0.0001681074,0.000005001939,0.001292678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0147861,"threshold_uncertainty_score":0.0494644,"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."}}