{"id":"W4415979034","doi":"10.1097/ico.0000000000004030","title":"Pediatric Ocular Surface Inflammatory Diseases: Clinical Features and Practice Patterns","year":2025,"lang":"en","type":"article","venue":"Cornea","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Clinical Practice; Guideline; Inflammation; MEDLINE","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":[0.0002768895,0.0001600372,0.0003108508,0.00006465639,0.0000763406,0.00005011971,0.00009039252,0.0001302541,0.00009640044],"category_scores_gemma":[0.001099206,0.0001358778,0.0001704708,0.0001739881,0.00007250182,0.0001229254,0.0001221687,0.0002476958,0.00003479178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002781608,"about_ca_system_score_gemma":0.0002328318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001665179,"about_ca_topic_score_gemma":0.000002461424,"domain_scores_codex":[0.9987349,0.0001447982,0.0003047661,0.0003790794,0.0002184466,0.0002180313],"domain_scores_gemma":[0.9986525,0.0004103421,0.00009168399,0.000429918,0.000117033,0.0002985645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002442258,0.0003273847,0.9840994,0.0003605355,0.000125992,0.0005446206,0.00002201409,0.000002396771,0.00002473917,0.0001255538,0.01139991,0.002723213],"study_design_scores_gemma":[0.001464925,0.00013421,0.9747484,0.00008582856,0.001373966,0.000110009,0.0001338228,0.00004580357,0.000006593297,0.00006906534,0.02168657,0.0001408505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812706,0.0148856,0.0001222394,0.001599267,0.0004180715,0.0003720871,0.00003719131,0.00009293776,0.001202015],"genre_scores_gemma":[0.9932818,0.002504723,0.0002167318,0.002005807,0.0003122439,0.000007855353,0.00004255785,0.00001925347,0.001609022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238087,"threshold_uncertainty_score":0.5540937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462941271999318,"score_gpt":0.3354590504024748,"score_spread":0.3208296376824816,"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."}}