{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114703,0.0007891155,0.000343527,0.0009106208,0.002311304,0.000660699,0.0005626128,0.0006555173,0.001737756],"category_scores_gemma":[0.002568302,0.000558964,0.000371644,0.0008924847,0.0008919308,0.0007363317,0.001090717,0.000598535,0.0003901249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720873,"about_ca_system_score_gemma":0.002239707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1061087,"about_ca_topic_score_gemma":0.1671928,"domain_scores_codex":[0.9992168,0.0003265658,0.00004931597,0.00008486438,0.0001123565,0.000210073],"domain_scores_gemma":[0.9989113,0.0002174753,0.0002939846,0.00004879292,0.0002477417,0.0002807699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002777105,0.0009681061,0.9835234,0.0001549807,0.00003108002,0.001513885,0.0061361,0.00007267138,0.001318456,0.00005564378,0.0003294546,0.0056185],"study_design_scores_gemma":[0.00007331884,0.001279296,0.985337,0.00007233608,0.00003924036,0.0008974589,0.01141843,0.0002419945,0.0001742614,0.0000265791,0.0004256762,0.00001448762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990013,0.00005435983,0.00004155518,0.00004680166,0.000001900146,0.0002569225,0.0001854183,0.000002233913,0.000409458],"genre_scores_gemma":[0.9985599,0.0002226608,0.0003228851,0.0001005346,0.000004245508,0.000218774,0.0002671912,0.000002902361,0.0003008952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1061087,"threshold_uncertainty_score":0.2109821,"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."}}