{"id":"W4392847800","doi":"10.1167/tvst.13.3.10","title":"Validation of a Wearable Virtual Reality Perimeter for Glaucoma Staging, The NOVA Trial: Novel Virtual Reality Field Assessment","year":2024,"lang":"en","type":"article","venue":"Translational Vision Science & Technology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Carl Zeiss Meditec AG","keywords":"Glaucoma; Concordance; Perimeter; Medicine; Kappa; Standard deviation; Wilcoxon signed-rank test; Cohen's kappa; Ophthalmology; Visual field; Mathematics; Statistics; Internal medicine; Mann–Whitney U test","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":[0.01215894,0.001022457,0.001016281,0.0009851387,0.0004750195,0.001679929,0.001213516,0.001194269,0.002653429],"category_scores_gemma":[0.01721037,0.0004496959,0.0009752923,0.0004426309,0.0009037007,0.001278181,0.00163747,0.0008088078,0.0008367474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005341183,"about_ca_system_score_gemma":0.0006863019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007202832,"about_ca_topic_score_gemma":0.001441725,"domain_scores_codex":[0.9903136,0.005980243,0.0006430461,0.001048675,0.001847529,0.0001668928],"domain_scores_gemma":[0.9863832,0.004664476,0.003535959,0.002107688,0.00239408,0.0009146826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1583602,0.006847073,0.4147176,0.00275073,0.003426729,0.0004213281,0.001239763,0.009817225,0.03453283,0.001589823,0.006119112,0.3601775],"study_design_scores_gemma":[0.0265496,0.1130898,0.7897416,0.0004736718,0.002451604,0.003508864,0.0005548336,0.03920199,0.01274033,0.001174597,0.01003926,0.000473839],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97945,0.001998029,0.008793394,0.0002575025,0.0002849922,0.001734374,0.001353222,0.0002952652,0.00583321],"genre_scores_gemma":[0.9843596,0.0002572822,0.01214837,0.0002701159,0.0001241691,0.0008684808,0.0008154126,0.00005043246,0.00110626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215894,"threshold_uncertainty_score":0.0643034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04682410881227933,"score_gpt":0.3967419537152886,"score_spread":0.3499178449030093,"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."}}