{"id":"W4229028538","doi":"10.1016/j.jcjo.2021.02.014","title":"Baseline vision results from the Baltimore Reading and Eye Disease Study","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Refractive error; Astigmatism; Dioptre; Cycloplegia; Optometry; Ophthalmology; Visual acuity; Referral; Attendance; Prospective cohort study; Cohort; Eye disease; Eye examination; Surgery; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006804042,0.0003817416,0.0006323704,0.001661982,0.0005564465,0.0007778424,0.0005835885,0.0005562532,0.002616339],"category_scores_gemma":[0.002366185,0.0003223157,0.0005488728,0.002533888,0.0001652324,0.0006470698,0.0005386858,0.0007178895,0.0005227806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058928,"about_ca_system_score_gemma":0.0007224449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1058804,"about_ca_topic_score_gemma":0.1031919,"domain_scores_codex":[0.9992433,0.0001363495,0.0001224195,0.0001770308,0.0001907417,0.0001302562],"domain_scores_gemma":[0.998391,0.0001337313,0.0005782659,0.0001338346,0.0004725147,0.0002906224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004801784,0.0001099674,0.9930466,0.00004584919,0.0003278289,0.0001523571,0.00007497709,0.00007327909,0.0001905114,0.00005652178,0.003716461,0.001725526],"study_design_scores_gemma":[0.00001602399,0.00002909537,0.999461,0.000004483328,0.00004357518,0.00003845053,0.0000470017,0.00002975747,0.00001781287,0.00001104192,0.0002992907,0.000002508476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666033,0.002331509,0.0001260071,0.0002726337,0.00005607121,0.00004229757,0.02671341,0.00004055806,0.003814197],"genre_scores_gemma":[0.984805,0.0004043618,0.00008075152,0.0001047878,0.00002778792,0.00003620422,0.01315432,0.000008962829,0.001377714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1058804,"threshold_uncertainty_score":0.2105282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225340788692386,"score_gpt":0.3631854725897855,"score_spread":0.3209320647028616,"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."}}