{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002137641,0.00009262877,0.0002806004,0.0001191471,0.0005165899,0.00002965273,0.0002190606,0.00002432434,0.0004509546],"category_scores_gemma":[0.0001938752,0.00006674898,0.00009893214,0.0003431677,0.0005212948,0.0001566836,0.00006067656,0.000368835,0.000003138999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008919003,"about_ca_system_score_gemma":0.0003892456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000614916,"about_ca_topic_score_gemma":0.000005538218,"domain_scores_codex":[0.99855,0.00009251569,0.0003868896,0.0001572926,0.0006046977,0.0002086082],"domain_scores_gemma":[0.9991056,0.0002111472,0.0002515198,0.00007198547,0.00004914604,0.0003106329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001140875,0.00009339885,0.9829561,0.00004240318,0.00005834864,0.0001916794,0.001278412,0.00330561,0.008753696,0.0005652984,0.001011224,0.00162979],"study_design_scores_gemma":[0.007074919,0.008465459,0.7591545,0.0003771604,0.0009584235,0.01445736,0.04696516,0.009728591,0.000986705,0.01629074,0.1346447,0.0008962571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989508,0.003341177,0.0006354739,0.005346522,0.0001490021,0.0001129019,0.000009559531,0.00001328486,0.0008840766],"genre_scores_gemma":[0.9958106,0.0004490793,0.001789337,0.001131128,0.00006057248,0.00000149935,0.000001339628,0.000004415353,0.0007520729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2238016,"threshold_uncertainty_score":0.4937636,"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."}}