{"id":"W2340660061","doi":"10.1097/opx.0000000000000863","title":"Value of Routine Eye Examinations in Asymptomatic Patients","year":2016,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Canada Research Chairs","keywords":"Asymptomatic; Medicine; Medical prescription; Confidence interval; Retrospective cohort study; Surgery; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009050799,0.0002617714,0.0003932354,0.001118262,0.0003555694,0.0008506091,0.0005003666,0.0006018069,0.001844105],"category_scores_gemma":[0.01349011,0.0001826759,0.0003241236,0.001026442,0.0003385086,0.0009102035,0.0004619343,0.0007374876,0.0002098027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005231582,"about_ca_system_score_gemma":0.0007055575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007793029,"about_ca_topic_score_gemma":0.007874993,"domain_scores_codex":[0.9988939,0.0002879989,0.0001798015,0.0002106277,0.0003046943,0.0001229793],"domain_scores_gemma":[0.9905097,0.004144796,0.00342167,0.0002991117,0.00084475,0.0007800366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008721253,0.00001586361,0.9956975,0.00002789613,0.00001239932,0.0001763971,0.00002826046,0.00002872313,0.00007298487,0.00001405051,0.0002155608,0.00362314],"study_design_scores_gemma":[0.000006828382,0.00007905994,0.9977888,0.00005022596,0.00002891549,0.001116606,0.000172766,0.0003809799,0.00009385368,0.00004022325,0.0002361794,0.00000548757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946096,0.002404145,0.0001107736,0.0004132392,0.00002937946,0.00001012788,0.0007230588,0.00001430326,0.001685263],"genre_scores_gemma":[0.9992495,0.0002349357,0.0001089433,0.00004140279,0.00002924178,0.000003022491,0.0002802835,0.000001691807,0.00005095389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007793029,"threshold_uncertainty_score":0.01549536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850367418090084,"score_gpt":0.4559892103826321,"score_spread":0.4374855362017313,"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."}}