{"id":"W4379473297","doi":"10.1177/20552076231180727","title":"Remote vision testing of central retinal acuity and comparison with clinic-based Snellen acuity testing in patients followed for retinal conditions","year":2023,"lang":"en","type":"article","venue":"Digital Health","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prism Eye Institute","funders":"","keywords":"Visual acuity; Medicine; Optometry; Intraclass correlation; Ophthalmology; Snellen chart; Vision 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":[0.00112064,0.0002694434,0.0003262646,0.0007141961,0.0002741884,0.0004607401,0.0002608218,0.0003973229,0.0009776615],"category_scores_gemma":[0.004805456,0.0001459189,0.0003128415,0.0004713473,0.0002980684,0.0003667514,0.0003054887,0.0004001117,0.0002376199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002787386,"about_ca_system_score_gemma":0.0002868563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832072,"about_ca_topic_score_gemma":0.002195283,"domain_scores_codex":[0.9993083,0.0002231652,0.00008224005,0.0001308636,0.0001848034,0.00007061842],"domain_scores_gemma":[0.9969014,0.001120462,0.001092514,0.0001400845,0.0003779261,0.0003676273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003219341,0.00009140381,0.9969577,0.000008216974,0.00001627414,0.00009408393,0.00006112952,0.00003034515,0.0002577815,0.000003272294,0.00003079313,0.00212716],"study_design_scores_gemma":[0.00001578461,0.001406407,0.9970227,0.000006760596,0.0000224367,0.0007294337,0.0001776127,0.000322215,0.0002344236,0.000009452802,0.00004843009,0.000004409843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996774,0.00009611711,0.00003689811,0.000006559405,0.000001982465,0.000004636615,0.00002177157,0.000002576565,0.0001520848],"genre_scores_gemma":[0.9997883,0.00003602029,0.00008273104,0.000009402855,0.000003946034,0.00000479691,0.00003964984,6.831767e-7,0.00003443281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001832072,"threshold_uncertainty_score":0.005926609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06559364840510502,"score_gpt":0.388968032426255,"score_spread":0.32337438402115,"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."}}