{"id":"W3161298589","doi":"10.3389/fnins.2021.648648","title":"Do Impairments in Visual Functions Affect Skiing Performance?","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Vrije Universiteit Amsterdam","keywords":"Alpine skiing; GLARE; Contrast (vision); Visual acuity; Visual field; Psychology; Medicine; Mathematics; Physical medicine and rehabilitation; Audiology; Ophthalmology; Artificial intelligence; Computer science; Chemistry","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":[0.0006335914,0.0003716885,0.000333694,0.0007867084,0.0002915198,0.0007417921,0.0003009263,0.0008012509,0.001695312],"category_scores_gemma":[0.002722292,0.0001676414,0.0003225752,0.0005819169,0.0005480787,0.0005103262,0.0003538096,0.000347128,0.0003895389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003672958,"about_ca_system_score_gemma":0.0003728738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01863115,"about_ca_topic_score_gemma":0.02191531,"domain_scores_codex":[0.9996817,0.00005540064,0.00003143643,0.00008366763,0.00006209366,0.00008570044],"domain_scores_gemma":[0.9982388,0.0003192341,0.0008779294,0.00008912859,0.0002341646,0.0002407128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002793586,0.00008063386,0.9929152,0.00002904549,0.00008126573,0.0001062824,0.0003112475,0.00009746309,0.0005756083,0.00001909231,0.0001080455,0.005396733],"study_design_scores_gemma":[0.000001036001,0.00007859183,0.9995221,0.000006733869,0.00001139694,0.00005087435,0.0001715738,0.00004995096,0.00003192535,0.00001545336,0.00005883647,0.000001509184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989449,0.0003905082,0.00005718209,0.00005059524,0.000005347411,0.000004650664,0.0001231668,0.000002481987,0.0004211988],"genre_scores_gemma":[0.9995433,0.0001293742,0.00003078737,0.0000131002,0.00000493456,0.000002524991,0.0001100204,7.899462e-7,0.0001651034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01863115,"threshold_uncertainty_score":0.03704542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681614716315891,"score_gpt":0.3437221590022504,"score_spread":0.3169060118390915,"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."}}