{"id":"W1988604354","doi":"10.1097/opx.0b013e3182640af8","title":"Soft Contact Lens‐Related Dryness with and without Clinical Signs","year":2012,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Contact lens; Etiology; Dryness; Meibomian gland; Prospective cohort study; Ophthalmology; Vital signs; Eyelid; Internal medicine; Surgery","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":[0.0008058106,0.0003492301,0.000660388,0.0007032306,0.0003717882,0.0004221723,0.0002390399,0.0003618992,0.002402335],"category_scores_gemma":[0.002749169,0.0001874369,0.0004939615,0.0005938958,0.0002634467,0.0004530212,0.0003795718,0.0003278236,0.0002575812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359787,"about_ca_system_score_gemma":0.0002989253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007741894,"about_ca_topic_score_gemma":0.001239568,"domain_scores_codex":[0.9992923,0.0001602694,0.0001175684,0.000170554,0.0001831275,0.00007620621],"domain_scores_gemma":[0.996941,0.0005102976,0.001804343,0.0001272128,0.0001869314,0.000430154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002254327,0.0002926383,0.9938683,0.00007012777,0.0001432351,0.0001652101,0.00003157866,0.00002322304,0.0006189648,0.000005756855,0.00006038512,0.002466182],"study_design_scores_gemma":[0.0001263853,0.001844286,0.9968038,0.000007385828,0.00004788347,0.0008323242,0.00004152547,0.00006962714,0.000137451,0.000005076568,0.00008121874,0.00000322879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993436,0.0002531334,0.00003113581,0.000006484789,0.000004358925,0.00003022821,0.0001583011,0.000002288373,0.000170476],"genre_scores_gemma":[0.9994317,0.00007257779,0.0000564981,0.00002140248,0.00001159742,0.00001517844,0.0002910869,7.766474e-7,0.00009920776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002402335,"threshold_uncertainty_score":0.008036613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0294250399272491,"score_gpt":0.435712525734899,"score_spread":0.40628748580765,"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."}}