{"id":"W1991754374","doi":"10.1097/00006324-200403000-00011","title":"Contact Lens-Induced Corneal Swelling and Surface Changes Measured with the Orbscan II Corneal Topographer","year":2004,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Swelling; Contact lens; Cornea; Lens (geology); Ophthalmology; Materials science; Polymethyl methacrylate; Effects of long-term contact lens wear on the cornea; Medicine; Optics; Composite material","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":[0.0002477818,0.0002600984,0.0002179331,0.0005722651,0.0001498507,0.0002519574,0.0001269535,0.0001605933,0.001792361],"category_scores_gemma":[0.0008265442,0.0001173503,0.0002984429,0.0005117155,0.0002542298,0.0002658944,0.000298444,0.0002950623,0.0002250133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003054695,"about_ca_system_score_gemma":0.0001716957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488046,"about_ca_topic_score_gemma":0.001259478,"domain_scores_codex":[0.9996507,0.0000666564,0.00002979444,0.00003442899,0.0001733072,0.00004512254],"domain_scores_gemma":[0.9992793,0.0001305468,0.0002718655,0.00005733333,0.0001647863,0.0000962529],"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":[0.002774764,0.000130282,0.1247052,0.0002108157,0.00009091607,0.0004856306,0.000266063,0.0002253732,0.8554561,0.00002175432,0.0001413708,0.01549164],"study_design_scores_gemma":[0.00003655278,0.001951058,0.8417231,0.000008080397,0.00006126778,0.001215466,0.0001815914,0.0007993116,0.1536486,0.00002156213,0.0003338261,0.00001952898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998615,0.00027529,0.000524383,0.000005371314,0.000004981768,0.00001844516,0.0001270623,0.00003049745,0.0003988612],"genre_scores_gemma":[0.9987859,0.0001534869,0.0005018594,0.00001236498,0.000005550241,0.00002694412,0.0001725526,0.000006551617,0.0003348681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001792361,"threshold_uncertainty_score":0.005996108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487267582760026,"score_gpt":0.3469540833581806,"score_spread":0.3220814075305803,"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."}}