{"id":"W4327740882","doi":"10.22541/au.167904917.70475617/v1","title":"Long-standing laryngeal rhinoscleroma with rare Mikulicz cells","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Infectious Diseases and Mycology","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Rhinoscleroma; Pathognomonic; Medicine; Respiratory tract; Larynx; Granulomatous disease; Dermatology; Pathology; Immunology; Disease; Respiratory system; Surgery; Internal medicine","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":["insufficient_payload"],"category_scores_codex":[0.0001501786,0.0004605644,0.0005477175,0.0002189183,0.0001848974,0.0001342624,0.0003574557,0.0004866831,0.002832215],"category_scores_gemma":[0.00001634303,0.0003835064,0.0002564914,0.0001492105,0.00007723193,0.00006824438,0.001037711,0.0006805247,0.001424659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963696,"about_ca_system_score_gemma":0.0002058892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132435,"about_ca_topic_score_gemma":0.0006739835,"domain_scores_codex":[0.9978253,0.0001199181,0.0003349697,0.000840293,0.0002760918,0.0006034157],"domain_scores_gemma":[0.9986318,0.0001307005,0.0001795109,0.0007529636,0.000104325,0.0002007069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008555101,0.002797293,0.2647286,0.009996027,0.006503351,0.05883332,0.003558456,0.004826116,0.008590174,0.01183099,0.6149942,0.004786307],"study_design_scores_gemma":[0.00951538,0.01479919,0.8977838,0.003370573,0.002836355,0.002827041,0.002337988,0.00492278,0.002692827,0.01114148,0.03862869,0.009143933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520183,0.0001390262,0.001914881,0.0002486589,0.002517338,0.0009833811,0.0003936785,0.001474386,0.04031039],"genre_scores_gemma":[0.9892793,0.0001239594,0.0004417704,0.0003441583,0.0005188085,0.0001673672,0.0003178626,0.0001499309,0.008656855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6330552,"threshold_uncertainty_score":0.9998617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07339284865526531,"score_gpt":0.3174124845105555,"score_spread":0.2440196358552902,"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."}}