{"id":"W2106570134","doi":"10.1016/j.optom.2014.03.002","title":"Overnight corneal swelling with high and low powered silicone hydrogel lenses","year":2014,"lang":"en","type":"article","venue":"Journal of Optometry","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Silicone hydrogel; Swelling; Silicone; Ophthalmology; Medicine; Contact lens; Materials science; Composite material; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002984881,0.0001330294,0.0004257366,0.0002061385,0.00004537849,0.00002887178,0.00006447377,0.0000787807,0.00006959233],"category_scores_gemma":[0.00008562757,0.00009030789,0.00008579632,0.0001952804,0.00004947319,0.0001422016,0.00001748026,0.0003183114,0.00001273718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003301187,"about_ca_system_score_gemma":0.00006076305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005879601,"about_ca_topic_score_gemma":5.901719e-7,"domain_scores_codex":[0.9989842,0.00002605528,0.0002923888,0.0001199709,0.0003917643,0.000185602],"domain_scores_gemma":[0.999106,0.0001067186,0.0002559113,0.000163675,0.0001650172,0.0002027072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001126255,0.0002672308,0.9375684,0.0001722922,0.0004444494,0.0004582552,0.0001837661,0.00002931422,0.05576514,0.0001211724,0.0001438297,0.003719847],"study_design_scores_gemma":[0.01014233,0.004869998,0.8691893,0.001258715,0.0006263767,0.002100009,0.0004153879,0.0004984366,0.1057155,0.00009021793,0.004680176,0.0004136144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967689,0.001241489,0.0008548365,0.0003308593,0.0001372016,0.00006314304,0.00000183139,0.00001137291,0.0005903833],"genre_scores_gemma":[0.9975113,0.0002804457,0.001169089,0.0004464736,0.0002693335,2.664288e-7,0.000001284764,0.00002163666,0.0003001936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0683792,"threshold_uncertainty_score":0.3682649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006050526135959452,"score_gpt":0.2541346596302396,"score_spread":0.2480841334942802,"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."}}