{"id":"W2039455901","doi":"10.1167/iovs.05-0135","title":"Threshold and Variability Properties of Matrix Frequency-Doubling Technology and Standard Automated Perimetry in Glaucoma","year":2005,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Standard deviation; Visual field; Glaucoma; Mathematics; Absolute deviation; Sensitivity (control systems); Statistics; Medicine; Ophthalmology; Optometry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001003346,0.0001876724,0.0004387743,0.000639605,0.0001516487,0.000019022,0.0001730886,0.0001851826,0.00002211785],"category_scores_gemma":[0.0009860058,0.0001434496,0.00002402838,0.001591525,0.01195996,0.000247348,0.0001979544,0.0003128926,0.000002161213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008809396,"about_ca_system_score_gemma":0.0004335257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105311,"about_ca_topic_score_gemma":0.000006595091,"domain_scores_codex":[0.9983051,0.0000878411,0.0003872987,0.000541871,0.0002828033,0.0003951309],"domain_scores_gemma":[0.999238,0.0000528301,0.000123489,0.0001919809,0.0002154471,0.00017821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005575366,0.00006058598,0.5164839,0.00004955362,0.000006645787,0.00002988575,0.0003741158,4.384836e-7,0.4818318,0.001024714,9.876163e-7,0.00008162247],"study_design_scores_gemma":[0.0007732962,0.0009829806,0.6647329,0.0002166683,0.00002423347,0.0007608578,0.0007035396,0.003198866,0.3223432,0.006106733,0.000004226127,0.0001524821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954286,0.001187527,0.000001399092,0.00214641,0.00004157363,0.0004095206,0.000002658345,0.00008867714,0.000693643],"genre_scores_gemma":[0.9952213,0.00001245,0.004642501,0.00006083033,0.00001187158,0.00001682405,8.794414e-7,0.000009675579,0.00002363832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594886,"threshold_uncertainty_score":0.9907289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373582640215947,"score_gpt":0.3289407207206704,"score_spread":0.3052048943185109,"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."}}