{"id":"W4385961551","doi":"10.15547/tjs.2022.04.009","title":"OCULAR SURFACE COMFORT AND FACE MASKS: DRY EYE EPIDEMIC AMID COVID 19 PANDEMIC?","year":2022,"lang":"en","type":"article","venue":"Trakia Journal of Sciences","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face masks; Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Eye protection; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Optometry; Quarter (Canadian coin); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003744128,0.0001406747,0.0002132516,0.0003507426,0.000544523,0.0006525056,0.0001620114,0.0004273584,0.002784858],"category_scores_gemma":[0.001685778,0.0001041245,0.0002469718,0.0003514661,0.000305609,0.0005062821,0.0005201681,0.0005183954,0.0002494322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304034,"about_ca_system_score_gemma":0.0004843352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003374659,"about_ca_topic_score_gemma":0.004491089,"domain_scores_codex":[0.9995722,0.0001067714,0.00003652322,0.00004414882,0.0001147491,0.0001255035],"domain_scores_gemma":[0.9988317,0.0001521507,0.0006626742,0.00002759887,0.0001301582,0.0001958368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001611687,0.0001745668,0.9850497,0.000134529,0.00002249726,0.0005733889,0.001088092,0.00002316967,0.001024179,0.00003842448,0.0003032768,0.01140701],"study_design_scores_gemma":[0.000002308707,0.0002781801,0.9943094,0.00004255356,0.00001431021,0.0007859811,0.003839241,0.00003546374,0.0001302755,0.00002021434,0.0005378564,0.000004193786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980755,0.0006587872,0.00002223946,0.0003481934,0.00001254321,0.000008011676,0.00005869486,0.000001372793,0.0008148271],"genre_scores_gemma":[0.9992378,0.0004151326,0.0000282883,0.00008177915,0.00002112949,0.000002951554,0.00003001841,4.622686e-7,0.0001825515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003374659,"threshold_uncertainty_score":0.009316266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0660024882967114,"score_gpt":0.3583938952578916,"score_spread":0.2923914069611802,"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."}}