{"id":"W4414349380","doi":"10.1136/flgastro-2025-103356","title":"Dry eye syndrome: an underappreciated extraintestinal manifestation of inflammatory bowel disease? A systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Frontline Gastroenterology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Infectious Diseases Centre; University of Alberta; University of Toronto; University of British Columbia","funders":"","keywords":"Inflammatory bowel disease; Cohort; Dry eyes; Scleritis; Tears; Disease; Ulcerative colitis","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":[0.01626958,0.002514204,0.01988014,0.007478546,0.0006261241,0.003653228,0.001925475,0.00228561,0.003200619],"category_scores_gemma":[0.03871907,0.001517275,0.0306674,0.007347833,0.0008991003,0.001984764,0.001634823,0.001476908,0.0002237799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002447686,"about_ca_system_score_gemma":0.003637697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007769629,"about_ca_topic_score_gemma":0.01547612,"domain_scores_codex":[0.987294,0.005562979,0.004107033,0.001475463,0.001191038,0.0003693389],"domain_scores_gemma":[0.9753539,0.01742674,0.004509143,0.000792512,0.001654824,0.0002630368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001135042,0.0000171816,0.005937118,0.4674073,0.5121224,0.0001684905,0.00008632793,0.000275638,0.0001539828,0.0001275056,0.0006141214,0.01195481],"study_design_scores_gemma":[0.0003576101,0.0001421456,0.005560356,0.04113506,0.9507475,0.0001689177,0.00006159433,0.0001218973,0.00006522207,0.0001604324,0.001457042,0.00002216962],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002119819,0.9969493,0.0002296564,0.0001467318,0.0001035501,0.0001210158,0.0002138574,0.000009153332,0.0001070274],"genre_scores_gemma":[0.1441535,0.8513848,0.00133996,0.001257216,0.0003313356,0.000774937,0.0005361774,0.00002312487,0.0001988899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01988014,"threshold_uncertainty_score":0.08604276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572269820387493,"score_gpt":0.2814011919269526,"score_spread":0.2656784937230777,"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."}}