{"id":"W3030915651","doi":"10.1007/s10633-020-09770-3","title":"VEP estimation of visual acuity: a systematic review","year":2020,"lang":"en","type":"review","venue":"Documenta Ophthalmologica","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Visual acuity; Stimulus (psychology); Audiology; Evoked potential; Visual evoked potentials; Optometry; Psychology; Medicine; Ophthalmology; Cognitive psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005356344,0.0005546772,0.003515326,0.0001357538,0.0001306112,0.0001009642,0.0008119405,0.0002714726,0.001603248],"category_scores_gemma":[0.001823094,0.0003804919,0.0006219384,0.000829445,0.0001020774,0.0001956476,0.0002577626,0.0003910103,0.00129515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011626,"about_ca_system_score_gemma":0.000141291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001753323,"about_ca_topic_score_gemma":1.227083e-8,"domain_scores_codex":[0.9956369,0.001209533,0.001465439,0.000778679,0.0006106932,0.0002987618],"domain_scores_gemma":[0.9975355,0.0003730049,0.001461171,0.0004422366,0.00003577531,0.0001523194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002977925,0.0001083751,1.586266e-8,0.9330663,0.00002248533,0.0001227049,0.0000287172,2.298533e-7,0.00003790211,0.0003128342,0.0001366734,0.06616079],"study_design_scores_gemma":[0.0001511403,0.0008574923,5.62614e-8,0.9377461,0.002687713,0.0030407,0.00001955622,0.0001047728,0.0001757086,0.000640528,0.05383354,0.0007426948],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005124602,0.9949223,0.0001241044,0.00005679792,0.000204099,0.002941777,0.00004847035,0.0001281567,0.001569126],"genre_scores_gemma":[0.0005367234,0.9975449,0.0002028068,0.0007200164,0.00003605897,0.0004613996,0.00007270956,0.00004766186,0.0003777009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06541809,"threshold_uncertainty_score":0.9998647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372926153093861,"score_gpt":0.442214347082811,"score_spread":0.304921731773425,"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."}}