{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002190249,0.0006074045,0.001197716,0.0001449659,0.0004704126,0.0003806248,0.0002064415,0.0003597058,0.001017976],"category_scores_gemma":[0.0001266031,0.0005894549,0.0004701023,0.0002827928,0.0001324063,0.0004090264,0.0002266597,0.0006737044,0.0006685597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125192,"about_ca_system_score_gemma":0.0003996285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002137066,"about_ca_topic_score_gemma":0.00009459825,"domain_scores_codex":[0.9968644,0.0001951695,0.0007818062,0.0009474647,0.0003642918,0.0008468425],"domain_scores_gemma":[0.9977295,0.0001622638,0.0002629686,0.001068951,0.0003969554,0.0003793278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005017551,0.0008950543,0.454983,0.0009491074,0.001166284,0.001962073,0.001230565,4.704155e-7,0.4992666,0.02091013,0.0008160273,0.01731893],"study_design_scores_gemma":[0.003287259,0.0009165102,0.613483,0.0024146,0.0006262045,0.00009762344,0.001438022,0.0001957842,0.004742641,0.00002353908,0.3721192,0.0006556195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455879,0.02642622,0.0001621524,0.00904036,0.0007210204,0.0005531752,0.0003360655,0.0001403919,0.01703265],"genre_scores_gemma":[0.9691852,0.02144863,0.0001515108,0.004835004,0.0004724358,0.00002089534,0.0001335963,0.0001037434,0.003648954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4945239,"threshold_uncertainty_score":0.9998952,"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."}}