{"id":"W4321382001","doi":"10.1016/j.cvsm.2022.10.001","title":"Eosinophilic Keratoconjunctivitis in Cats","year":2023,"lang":"en","type":"review","venue":"Veterinary Clinics of North America Small Animal Practice","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Medicine; Eosinophilic; Vernal keratoconjunctivitis; Cytology; Pathology; Dermatology; Keratitis; Keratoconjunctivitis; Allergic conjunctivitis; Immunology; Allergy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004715461,0.0006427704,0.002934145,0.0006132859,0.00008387423,0.00002858001,0.0002386918,0.0003464784,0.00006638648],"category_scores_gemma":[0.001730244,0.000575338,0.0007643065,0.001672932,0.0001957669,0.0002579382,0.0002603291,0.001203076,0.0008720457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191894,"about_ca_system_score_gemma":0.0009043758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006859727,"about_ca_topic_score_gemma":0.00008289319,"domain_scores_codex":[0.9960052,0.0005805845,0.00173599,0.0008506924,0.0003194307,0.0005080721],"domain_scores_gemma":[0.9945431,0.002724479,0.00145361,0.0008319567,0.0001973804,0.000249486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005196984,0.001682694,0.0005070679,0.007818819,0.0008545346,0.003939737,0.00003379976,0.000001214618,2.487434e-7,0.000004529184,0.00008023247,0.9845574],"study_design_scores_gemma":[0.0007441256,0.007495952,0.00153918,0.004951123,0.002231433,0.001282879,0.00002453837,0.00001289426,6.357312e-8,0.000002909127,0.9813181,0.0003968382],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01447881,0.9792004,0.00001182637,0.0001311123,0.0004570752,0.002634814,0.0002986218,0.00018371,0.002603604],"genre_scores_gemma":[0.001504977,0.9951671,0.001746577,0.0002380754,0.0002112782,0.000408409,0.0002894782,0.0001679805,0.0002661742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9841606,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891248793233171,"score_gpt":0.440748745790617,"score_spread":0.2516238664673,"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."}}