{"id":"W2982101022","doi":"10.1080/08820538.2019.1684525","title":"Corneal Manifestations of Inflammatory Bowel Disease","year":2019,"lang":"en","type":"article","venue":"Seminars in Ophthalmology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Cornea; Ophthalmology; Prospective cohort study; Disease; Internal medicine; Gastroenterology","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":[0.0001889885,0.0002111267,0.0001871621,0.0006756567,0.0003867853,0.0004130445,0.0001146023,0.0002863562,0.00700773],"category_scores_gemma":[0.001182475,0.0000502383,0.0001426002,0.0006370719,0.0001861872,0.0002883144,0.0002256404,0.0002979122,0.000634977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290334,"about_ca_system_score_gemma":0.0001537297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219704,"about_ca_topic_score_gemma":0.0006653861,"domain_scores_codex":[0.99983,0.0000382972,0.00001942002,0.00003028593,0.00003863181,0.00004338544],"domain_scores_gemma":[0.9993666,0.0001292497,0.0002482073,0.00004164382,0.00009930343,0.0001150216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005587878,0.00009017974,0.9549639,0.0002755085,0.00005985072,0.009782854,0.0002452317,0.00004609402,0.006430072,0.0001903598,0.00129406,0.02606327],"study_design_scores_gemma":[0.00001977168,0.0002513464,0.951416,0.00008856186,0.00006511585,0.04236165,0.0003683114,0.0001070492,0.001182073,0.0002048398,0.003925996,0.000009325293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784974,0.006496449,0.00054902,0.0005458361,0.00009852879,0.00003007852,0.0005527234,0.00006061153,0.01316934],"genre_scores_gemma":[0.9982442,0.0006587324,0.000153897,0.0001239065,0.00006174202,0.000005187766,0.0001258852,0.000003220672,0.0006233485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00700773,"threshold_uncertainty_score":0.02344316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006795531429237954,"score_gpt":0.2529753553180216,"score_spread":0.2461798238887836,"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."}}