{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006354319,0.00006067588,0.0001529291,0.0003998461,0.00009308905,0.000005429182,0.00007088127,0.00003037597,0.00003903018],"category_scores_gemma":[0.0007227579,0.00003493219,0.00001590821,0.0009326086,0.0005276231,0.0002316168,0.00009881031,0.00003653247,0.00001010074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002486995,"about_ca_system_score_gemma":0.00002368255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002543454,"about_ca_topic_score_gemma":5.530629e-8,"domain_scores_codex":[0.9991946,0.00002460865,0.000184698,0.0001840707,0.0002628682,0.0001491746],"domain_scores_gemma":[0.9994994,0.0001513322,0.00005868637,0.0001216254,0.0001037764,0.00006517097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002190434,0.000342291,0.9875603,0.0000345206,0.00000283022,9.033503e-7,0.0001258935,7.040281e-8,0.005831906,0.0002239562,0.000009697925,0.005845767],"study_design_scores_gemma":[0.001164018,0.001016955,0.9937212,0.0002862442,0.000007265651,0.000003140261,0.00006543117,0.0001097474,0.003507908,0.00006427871,0.000009842831,0.00004400194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982068,0.00003444787,0.0001084283,0.000329711,0.0000762607,0.0001225155,0.000002488387,0.000007680953,0.001111676],"genre_scores_gemma":[0.999264,0.00002517049,0.0003864734,0.0000481992,0.000006627995,0.000003230713,4.675071e-7,0.000002154458,0.0002636693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006160907,"threshold_uncertainty_score":0.1944049,"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."}}