{"id":"W4387113434","doi":"10.5935/0004-2749.2022-0319","title":"Evaluation of Meibomian gland dysfunction using meibography in patients with xeroderma pigmentosum","year":2023,"lang":"en","type":"article","venue":"Arquivos Brasileiros de Oftalmologia","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Xeroderma pigmentosum; Meibomian gland; Medicine; Eyelid; Ophthalmology; Dermatology; Blepharitis; Biology; DNA; Genetics","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":[0.0006167094,0.0004404839,0.0004070904,0.0007260062,0.000342108,0.0004637743,0.0002006076,0.0004456849,0.001323876],"category_scores_gemma":[0.001708091,0.0002278101,0.0003982919,0.0006477917,0.0001779259,0.0003937354,0.0002710874,0.0003961716,0.0002047207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520145,"about_ca_system_score_gemma":0.0002190762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126008,"about_ca_topic_score_gemma":0.001260665,"domain_scores_codex":[0.9996766,0.0001081962,0.00004143304,0.00006483366,0.00006151854,0.00004738418],"domain_scores_gemma":[0.9992933,0.000157505,0.0003693066,0.00003189939,0.00007064228,0.00007730913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004211593,0.00002043141,0.9990261,0.000006829915,0.00001491627,0.0001216561,0.00002214358,0.0000170586,0.0001653396,0.000002946188,0.00001818274,0.0005422539],"study_design_scores_gemma":[0.000005312453,0.000196823,0.9969363,0.00001138786,0.00003566513,0.00225783,0.0001074658,0.0002200543,0.0001070733,0.00000972226,0.0001097585,0.000002529925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991683,0.0004389134,0.0000649423,0.00002729475,0.000002609516,0.000005611283,0.00006735546,0.000002940563,0.000222024],"genre_scores_gemma":[0.9995723,0.0001281137,0.0001030051,0.00001801799,0.000005222161,0.000003906152,0.00007303763,8.016857e-7,0.00009556813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001323876,"threshold_uncertainty_score":0.004428804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281584650862996,"score_gpt":0.3141480798939165,"score_spread":0.2713322333852865,"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."}}