{"id":"W3141282728","doi":"10.1016/j.clae.2021.02.010","title":"BCLA CLEAR - Contact lens complications","year":2021,"lang":"es","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Alcon; British Comparative Literature Association","keywords":"Contact lens; Medicine; Keratitis; Blepharitis; Corneal abrasion; Cornea; Ophthalmology; Effects of long-term contact lens wear on the cornea; Eyelid; Tears; Corneal ulceration; Pathology; Dermatology; 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":[0.0002692873,0.0003039215,0.0002607788,0.001215774,0.001028478,0.001350649,0.0003245559,0.0004818897,0.02290792],"category_scores_gemma":[0.001218765,0.00009606714,0.0005048323,0.001066828,0.0003579621,0.0004999695,0.0006638371,0.0006974204,0.001971036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009979322,"about_ca_system_score_gemma":0.0009548204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387669,"about_ca_topic_score_gemma":0.004143175,"domain_scores_codex":[0.9995616,0.00004013345,0.00005326466,0.00003948773,0.0001757433,0.0001297715],"domain_scores_gemma":[0.9990517,0.0001486793,0.0003536724,0.00006982157,0.0001237374,0.0002522994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00355612,0.0009605357,0.5865009,0.001172595,0.000435091,0.06894024,0.0004530932,0.0002820473,0.03961042,0.01176361,0.02709956,0.2592258],"study_design_scores_gemma":[0.0002524951,0.0008222646,0.6772735,0.0004156968,0.000244435,0.2232416,0.0005824033,0.0008966948,0.01207627,0.003338926,0.08079265,0.00006305691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8093864,0.01804116,0.002825705,0.002161504,0.0003705433,0.0001389512,0.003019671,0.0005361078,0.1635201],"genre_scores_gemma":[0.9821066,0.001230585,0.000466121,0.0004347701,0.000113709,0.0000336598,0.001320259,0.0000478144,0.0142465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290792,"threshold_uncertainty_score":0.07663459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018632160918005,"score_gpt":0.2800922610195384,"score_spread":0.2599059394103584,"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."}}