{"id":"W3046518537","doi":"10.1111/vop.12809","title":"Corneal epithelial inclusion cysts in 12 dogs (13 eyes) from 2010 to 2019: A multicentric retrospective study","year":2020,"lang":"en","type":"article","venue":"Veterinary Ophthalmology","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Retrospective cohort study; Etiology; Cyst; Lumen (anatomy); Surgery; Cornea; Corneal epithelium; Stroma; Ophthalmology; Pathology; Immunohistochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001691543,0.0003070378,0.0007166304,0.0002023534,0.0001408337,0.00001060795,0.0001827231,0.0001764769,0.0008901412],"category_scores_gemma":[0.0002220207,0.0002790885,0.0001076567,0.0004549758,0.00005068546,0.0000889289,0.001039485,0.0003591425,0.000590515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376604,"about_ca_system_score_gemma":0.00006956552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619644,"about_ca_topic_score_gemma":0.00002523745,"domain_scores_codex":[0.9977471,0.0002933015,0.0004369437,0.0007859295,0.0002752714,0.0004615158],"domain_scores_gemma":[0.9989011,0.0001664231,0.00009958926,0.0003703877,0.00005457011,0.0004078888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00985686,0.002428694,0.9006636,0.00001749908,0.0001399368,0.06078671,0.00514506,0.00001274381,0.01903441,0.000001541739,0.0001955165,0.001717433],"study_design_scores_gemma":[0.005068733,0.01546778,0.9764234,0.00004040851,0.00008222676,0.001824195,0.0001691381,0.0002490287,0.0001774342,0.00006067235,0.0002084045,0.0002285394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959316,0.0001247299,0.000006068602,0.001045626,0.0008145837,0.001420278,0.0001304466,0.00006536705,0.0004613005],"genre_scores_gemma":[0.9986086,0.000009994324,0.0002284282,0.0004568393,0.0002710356,0.00008811605,0.00008699069,0.00003776691,0.0002122323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07575984,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05041425259093277,"score_gpt":0.3220456110068203,"score_spread":0.2716313584158876,"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."}}