{"id":"W1995660005","doi":"10.1097/opx.0000000000000164","title":"Age, Behavior, Environment, and Health Factors in the Soft Contact Lens Risk Survey","year":2014,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Nova Southeastern University","keywords":"Medicine; Contact lens; Young adult; Cohort; Population; Age groups; Demography; Ophthalmology; Internal medicine; Environmental health","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":[0.0006721795,0.0001985871,0.0001989719,0.0008302598,0.0003175515,0.000364665,0.0002141251,0.0003050594,0.001351664],"category_scores_gemma":[0.001889371,0.0002037618,0.0004086297,0.0009447694,0.0001429061,0.0003744967,0.0004327891,0.0004381771,0.0003676814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755251,"about_ca_system_score_gemma":0.0003572224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02028017,"about_ca_topic_score_gemma":0.02164001,"domain_scores_codex":[0.9994534,0.0001809405,0.00009386934,0.00006042389,0.0001221446,0.00008922496],"domain_scores_gemma":[0.9984452,0.0001612542,0.0008241714,0.00007197966,0.000199417,0.0002981241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001653953,0.00001902785,0.9995071,0.000004751847,0.000009622109,0.00001026367,0.00003960437,0.000009233772,0.00004417905,0.000002025711,0.00004490409,0.0002928902],"study_design_scores_gemma":[8.458395e-7,0.00003499375,0.9997271,0.000002518253,0.000003625959,0.00002662027,0.00008065641,0.00003103908,0.00001364037,0.000001612656,0.00007645277,8.520931e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980496,0.00009357369,0.00006245938,0.00004368408,0.000004619068,0.00002917726,0.001308255,0.000003613167,0.0004049771],"genre_scores_gemma":[0.9984738,0.00009143777,0.0001310556,0.00003861725,0.00000565334,0.0000275672,0.0009477614,0.000001699875,0.0002822803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02028017,"threshold_uncertainty_score":0.04032427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03865532374194172,"score_gpt":0.4070027855390858,"score_spread":0.3683474617971441,"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."}}