{"id":"W3012128677","doi":"10.1371/journal.pone.0230017","title":"Amsler grid test for detection of advanced glaucoma in Ethiopia","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Saint Paul's Hospital Millennium Medical College","keywords":"Glaucoma; Optometry; Test (biology); Ophthalmology; Medicine; Biology","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":[0.0005621518,0.0002323908,0.0001650179,0.001081343,0.0001697259,0.0002851852,0.0002183243,0.0002779276,0.001173492],"category_scores_gemma":[0.001658366,0.0001419271,0.0001723505,0.0002768829,0.0002412687,0.0003216922,0.0002419109,0.000233782,0.0003627704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274521,"about_ca_system_score_gemma":0.0002349682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240483,"about_ca_topic_score_gemma":0.001114255,"domain_scores_codex":[0.9996182,0.0001267131,0.00004674747,0.00004926638,0.0001063321,0.0000528353],"domain_scores_gemma":[0.9993274,0.0001915214,0.0002643111,0.00003069729,0.0001066676,0.00007943493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174439,0.00005234742,0.995168,0.00001885602,0.00001122209,0.000514338,0.00004222358,0.0000352946,0.001008518,0.0000226057,0.0001227885,0.002886403],"study_design_scores_gemma":[0.00003321092,0.0004728602,0.9886164,0.00004111759,0.0000210389,0.00804736,0.0002475318,0.0007404051,0.001131167,0.00006769319,0.0005728362,0.000008395218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982272,0.0003373723,0.0001953167,0.00005398806,0.00001360416,0.00002149238,0.000106058,0.000008505028,0.001036423],"genre_scores_gemma":[0.9993518,0.00009504365,0.0003332875,0.00002863723,0.000008452314,0.000005978637,0.0000632913,8.281763e-7,0.0001126586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001240483,"threshold_uncertainty_score":0.003925741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900406372217668,"score_gpt":0.2455815092274116,"score_spread":0.216577445505235,"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."}}