{"id":"W2322823676","doi":"10.1002/j.1538-9235.2001.tb03553.x","title":"PREVALENCE OF ASYMPTOMATIC EYE DISEASE IN AN OPTOMETRIC PATIENT POPULATION.","year":2001,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Optometry; Asymptomatic; Cornea; Medicine; Disease; Eye disease; Public health; Population; Corneal disease; Ophthalmology; Environmental health; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004998734,0.00009187283,0.0001720535,0.001026787,0.00008374883,0.00003511284,0.0001335851,0.00003105892,0.00006840174],"category_scores_gemma":[0.0003304582,0.00007358482,0.00003156728,0.003573062,0.0001452411,0.0006275128,0.00007239943,0.00007699419,0.00000719199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003887758,"about_ca_system_score_gemma":0.00005410502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001505959,"about_ca_topic_score_gemma":3.156167e-7,"domain_scores_codex":[0.9985268,0.0000333264,0.00026556,0.0003267486,0.0006389883,0.0002086482],"domain_scores_gemma":[0.9991164,0.0000472988,0.00008345846,0.000343234,0.0001170637,0.0002925062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006368429,0.0002125675,0.977304,0.0001430227,0.000001317998,0.00001255586,0.00009544063,0.00002357442,0.003176742,0.00003691488,2.543452e-7,0.01892989],"study_design_scores_gemma":[0.0003925448,0.0003697577,0.9915494,0.0002412808,0.00001604295,0.000001529202,0.00007036398,0.006601111,0.0006338664,0.00002403027,0.00001577891,0.00008433984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986856,0.0006180375,0.0001336772,0.00007642528,0.0000612782,0.0002108714,0.000003589085,0.00001619646,0.0001943339],"genre_scores_gemma":[0.998827,0.000186316,0.0007921609,0.00008426938,0.000009195063,0.000003549856,0.000001991483,0.000004854921,0.00009060072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01884555,"threshold_uncertainty_score":0.3000702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246392518641074,"score_gpt":0.393014723642312,"score_spread":0.3805507984559012,"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."}}