{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001894983,0.0001562416,0.0001407722,0.0001071435,0.00002267624,0.00000429775,0.000248852,0.0001519344,0.0002112841],"category_scores_gemma":[0.0001124478,0.000176649,0.000088757,0.0000638616,0.0001520955,0.000006036449,0.0001371964,0.0001007208,0.00009213819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002231223,"about_ca_system_score_gemma":0.0001982218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008045338,"about_ca_topic_score_gemma":0.000006470189,"domain_scores_codex":[0.9988269,0.0001196301,0.0003167347,0.0003437529,0.0001155895,0.0002774394],"domain_scores_gemma":[0.9991364,0.00002917515,0.0001213449,0.0005248468,0.00006609844,0.0001221646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005292009,0.0001094226,0.9716979,0.0001253866,0.00002006393,0.002635877,0.00006264691,0.0006562106,0.02316806,0.0005450284,0.0003917557,0.00005846945],"study_design_scores_gemma":[0.0006803516,0.0001428541,0.9956564,0.00005218979,0.00001324739,0.0003863342,0.000114191,0.0001444535,0.00172856,0.0005266682,0.0003441849,0.0002105893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925961,0.0003237497,0.000006171195,0.00002788109,0.000287373,0.0003204457,0.00004672639,0.000008111553,0.006383425],"genre_scores_gemma":[0.9976138,0.00004013411,0.0002149299,0.00005587996,0.00005412239,0.00004161367,0.0001300015,0.00002704191,0.001822409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02395849,"threshold_uncertainty_score":0.7203539,"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."}}