{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006949042,0.0005507951,0.0004486448,0.003600699,0.0006331082,0.001050977,0.0004697093,0.0003175808,0.0007372063],"category_scores_gemma":[0.007025281,0.0002553962,0.0004721764,0.003266797,0.0006003378,0.0009623937,0.001223102,0.0003995264,0.0003248131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458833,"about_ca_system_score_gemma":0.002329886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007660497,"about_ca_topic_score_gemma":0.01061247,"domain_scores_codex":[0.9948472,0.002352605,0.001084503,0.000493504,0.0009504777,0.0002717954],"domain_scores_gemma":[0.9948884,0.0008189969,0.002222453,0.0002510708,0.001499925,0.0003192425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000944628,0.0001100385,0.9737973,0.0001696115,0.00002354767,0.0001081526,0.0005479837,0.00003329662,0.0002744135,0.000109021,0.0003702568,0.02436186],"study_design_scores_gemma":[0.0000358191,0.0007116616,0.9853134,0.0005221391,0.00006619484,0.002518838,0.002201586,0.0003105173,0.0009061735,0.0001393276,0.007254443,0.00001994335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474184,0.02710192,0.01049047,0.000559194,0.0001015962,0.00302956,0.004584053,0.0001341137,0.006580711],"genre_scores_gemma":[0.9550381,0.01144925,0.02534857,0.0003543738,0.0001590508,0.00335235,0.003585969,0.00003952447,0.0006728814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007660497,"threshold_uncertainty_score":0.03675044,"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."}}