{"id":"W2164488168","doi":"10.1097/opx.0b013e3182142396","title":"Contact Lens Assessment in Youth: Methods and Baseline Findings","year":2011,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Medicine; Eye care; Demographics; Cohort; Retrospective cohort study; Young adult; Optometry; Pediatrics; Ophthalmology; Surgery; Demography; Gerontology; Internal medicine","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":[0.002888077,0.00009970192,0.0002117705,0.0003836943,0.0001149106,0.00004289024,0.00008354699,0.00005100928,0.0000880104],"category_scores_gemma":[0.0002373113,0.00007514829,0.00002427009,0.0008651671,0.0001700204,0.0003946214,0.0001055341,0.0001837945,0.000004427929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000027693,"about_ca_system_score_gemma":0.00007363314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004618374,"about_ca_topic_score_gemma":0.000001251783,"domain_scores_codex":[0.9989035,0.0000613716,0.0001794389,0.0003581218,0.0002690144,0.0002286269],"domain_scores_gemma":[0.9994365,0.0001029014,0.00003454825,0.0002003206,0.00006625216,0.0001595073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007004294,0.0001194645,0.8777432,0.00002939781,0.000005740477,0.00002713119,0.001381056,7.001524e-8,0.08620456,0.0006091898,0.000003448289,0.03380668],"study_design_scores_gemma":[0.0008591665,0.0004204633,0.9785944,0.0001263386,0.00002309581,0.00001499949,0.001058443,0.00123116,0.01728905,0.00003118381,0.0002387757,0.0001128815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909657,0.0002271758,0.00437955,0.0001535021,0.0000932379,0.0001268317,0.00000348541,0.00001507479,0.004035479],"genre_scores_gemma":[0.9641533,0.0001859203,0.03520767,0.0003511265,0.00001058431,0.000001399714,0.000001439867,0.000004802325,0.00008377258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008512,"threshold_uncertainty_score":0.3064459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05243084429257913,"score_gpt":0.4730677588466147,"score_spread":0.4206369145540355,"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."}}