{"id":"W4200353952","doi":"10.1016/j.jtos.2021.12.011","title":"Characterization of the thickness of the Tear Film Lipid Layer in Meibomian Gland Dysfunction using high resolution optical microscopy","year":2021,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Center for Advancing Translational Sciences; National Eye Institute","keywords":"Meibomian gland; Resolution (logic); Ophthalmology; Asymptomatic; Materials science; High resolution; Optics; Medicine; Pathology; 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":[0.000374895,0.0003155527,0.0001756792,0.000913996,0.000280889,0.0003799294,0.0001819616,0.0003234408,0.001036002],"category_scores_gemma":[0.0003901117,0.0001946291,0.0002206796,0.0003188532,0.0003272435,0.0005189343,0.0002569126,0.0005141086,0.0001311205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727487,"about_ca_system_score_gemma":0.000193695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001900792,"about_ca_topic_score_gemma":0.001217931,"domain_scores_codex":[0.9998615,0.00002590268,0.00001421001,0.00002140301,0.0000403053,0.00003677225],"domain_scores_gemma":[0.9997844,0.00003971727,0.00005642492,0.00002205491,0.00006104534,0.00003644502],"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":[0.0007506293,0.00004509797,0.008834771,0.00006515572,0.00002391426,0.0004088768,0.0001357285,0.00006399843,0.9862515,0.000112703,0.00003880883,0.00326875],"study_design_scores_gemma":[0.00003397786,0.0004949063,0.3160219,0.00002462622,0.0001008492,0.003364172,0.0007786432,0.00276646,0.6748379,0.00024338,0.001309946,0.0000232464],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957095,0.001150857,0.002191955,0.0000454038,0.000009431498,0.00001949061,0.0001054705,0.00002737524,0.0007406091],"genre_scores_gemma":[0.9956961,0.0004962931,0.002749385,0.00004267065,0.000006858498,0.00002644006,0.0001149025,0.00001558295,0.0008517999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001900792,"threshold_uncertainty_score":0.003779471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387937461539363,"score_gpt":0.2458626544942603,"score_spread":0.2319832798788667,"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."}}