{"id":"W3179188300","doi":"","title":"Impact of monocular contact lens wear on tear film characteristics","year":2021,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Monocular; Lens (geology); Materials science; Optometry; Ophthalmology; Optics; Computer science; Computer vision; Medicine; Physics","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":[0.0003402858,0.0002638107,0.0004183193,0.0004057066,0.0003430888,0.0007925244,0.0001811604,0.0003449763,0.005292162],"category_scores_gemma":[0.003684249,0.0001176558,0.0005662304,0.0005869209,0.0002423234,0.0003697597,0.0002705633,0.0002780498,0.0002719207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005284789,"about_ca_system_score_gemma":0.0004881011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008844471,"about_ca_topic_score_gemma":0.009837995,"domain_scores_codex":[0.99954,0.00009636859,0.00004531451,0.00007021944,0.0001335546,0.0001146009],"domain_scores_gemma":[0.9971206,0.001627665,0.000450813,0.0001685275,0.0004051546,0.0002273221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0824498,0.00082387,0.7162738,0.0004464164,0.0009804694,0.003096657,0.0009989693,0.0006237871,0.1303873,0.0001187834,0.0009250081,0.06287526],"study_design_scores_gemma":[0.00004172806,0.002092452,0.9912803,0.00001105387,0.000130243,0.0004573441,0.0002865072,0.0002792736,0.005004083,0.00002185515,0.0003823936,0.00001276706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982435,0.0007287202,0.00005115311,0.00003835362,0.00001764262,0.000006510264,0.0002929216,0.000005221544,0.0006160209],"genre_scores_gemma":[0.9991922,0.00009869146,0.00003071712,0.00001799998,0.00000930952,0.00000234128,0.00009931887,0.000003589564,0.0005459405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008844471,"threshold_uncertainty_score":0.01770401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202222363308343,"score_gpt":0.3549497673430045,"score_spread":0.3129275437099211,"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."}}