{"id":"W3126082334","doi":"10.1097/ijg.0000000000001742","title":"Detecting Glaucoma in Rural Kenya: Results From a Teleglaucoma Pilot Project in Nyamira, Kenya","year":2021,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"Medicine; Glaucoma; Intraocular pressure; Ophthalmology; Population; Diabetic retinopathy; Eye examination; Outpatient clinic; Optometry; Visual acuity; Diabetes mellitus; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001119934,0.0004823165,0.001319513,0.0009371643,0.00009791747,0.00008986221,0.0003922603,0.0002805221,0.0000945186],"category_scores_gemma":[0.001877268,0.0004087628,0.000440994,0.001547101,0.00012395,0.0003618658,0.0001631333,0.001699198,0.00003425946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278804,"about_ca_system_score_gemma":0.0009017438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938272,"about_ca_topic_score_gemma":0.003343375,"domain_scores_codex":[0.9950024,0.000454849,0.002266922,0.0004976838,0.0009379016,0.0008401882],"domain_scores_gemma":[0.9972367,0.0006179999,0.0008429381,0.000572006,0.000436543,0.0002938124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005262223,0.001177236,0.948841,0.00008513317,0.000133054,0.009516533,0.001174018,1.873345e-7,0.02599249,0.00003086407,0.001001562,0.006785652],"study_design_scores_gemma":[0.0152004,0.001786415,0.9647895,0.001858356,0.0001318442,0.003208393,0.004171218,0.0004341036,0.004732656,0.0004475946,0.002832578,0.0004069096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906647,0.002591476,0.00003750376,0.002537455,0.0007348001,0.0004825634,0.00002351294,0.00004149695,0.002886496],"genre_scores_gemma":[0.9949002,0.0003568412,0.003154972,0.000496742,0.000556372,0.00001013631,0.00003534845,0.0000743364,0.000415021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02125984,"threshold_uncertainty_score":0.9998364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823339901327619,"score_gpt":0.2745971053130297,"score_spread":0.2563637062997535,"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."}}