{"id":"W3165571124","doi":"10.1016/j.jtos.2021.05.009","title":"Human meibum and tear film derived (O-acyl)-omega-hydroxy fatty acids in meibomian gland dysfunction","year":2021,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Center for Research Resources; National Center for Advancing Translational Sciences; National Eye Institute; National Institutes of Health","keywords":"Tears; Asymptomatic; Meibomian gland; Ophthalmology; Internal medicine; Medicine; Chemistry; Gastroenterology; Surgery; Eyelid","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796317,0.0002607054,0.0004454005,0.00005153413,0.0002213076,0.00007984007,0.0001207857,0.0001668522,0.0001917632],"category_scores_gemma":[0.00008288004,0.0002015315,0.000130115,0.000336915,0.0001046303,0.0001363395,0.0001299123,0.0004395613,0.00008370195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008155414,"about_ca_system_score_gemma":0.0001033553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002910131,"about_ca_topic_score_gemma":0.0004130474,"domain_scores_codex":[0.9982725,0.0002303174,0.0003023786,0.0004413111,0.0003434655,0.0004099627],"domain_scores_gemma":[0.9989268,0.00004865938,0.00007417824,0.0007065728,0.0000933961,0.0001504369],"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":[0.0001742129,0.0002204968,0.3398294,0.0001363383,0.0002761056,0.0007386021,0.001374231,0.0004162308,0.6551785,0.0003888314,0.0001825272,0.001084573],"study_design_scores_gemma":[0.007205467,0.00030944,0.7842492,0.0003393554,0.0004164911,0.0001717613,0.00251523,0.002250908,0.1675932,0.0004308296,0.03385296,0.0006651407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917776,0.002535544,0.0001657202,0.002859137,0.0001476248,0.0003602536,0.000007691925,0.00007210778,0.002074301],"genre_scores_gemma":[0.9956915,0.0002262621,0.0004699662,0.0007061444,0.00006910458,0.000007941878,0.00004904001,0.00004471729,0.002735342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4875852,"threshold_uncertainty_score":0.8218215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217652063516356,"score_gpt":0.2468208902368933,"score_spread":0.2346443696017297,"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."}}