{"id":"W4212853329","doi":"10.1177/01455613221077594","title":"Herpes Zoster of The Larynx: A Narrow Diagnostic and Therapeutic Window","year":2022,"lang":"en","type":"article","venue":"Ear Nose & Throat Journal","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Odynophagia; Medicine; Larynx; Dermatology; Swallowing; Surgery; Dysphagia","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003559895,0.0001011166,0.0002253738,0.00008320842,0.0004530402,0.00002747986,0.0001322206,0.00002926402,0.001154199],"category_scores_gemma":[0.00008587407,0.00005647141,0.0001754268,0.0002218565,0.0001498745,0.00003976814,0.0001272031,0.0003950209,0.00001413138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004826214,"about_ca_system_score_gemma":0.0001058741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002622833,"about_ca_topic_score_gemma":0.000008016156,"domain_scores_codex":[0.9986923,0.0002438221,0.0001934104,0.0001174356,0.0005428222,0.0002101834],"domain_scores_gemma":[0.9993973,0.0001784692,0.00008918825,0.0001816766,0.0000563587,0.00009705632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007384229,0.001377945,0.9012855,0.00007521054,0.001047564,0.000694196,0.005824319,0.0001535948,0.02276228,0.0001561435,0.004285941,0.06159889],"study_design_scores_gemma":[0.004746985,0.001418193,0.9565235,0.0001108337,0.0004756055,0.002201027,0.001306024,0.0001048546,0.005552984,0.0005433894,0.02684487,0.0001717179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851548,0.007315144,0.000002658462,0.006339605,0.0001749711,0.0002241754,0.000005012724,0.000006604396,0.0007770442],"genre_scores_gemma":[0.9966636,0.000213741,0.00002772487,0.000449637,0.0001364757,0.00001018266,0.000001739165,0.00001461958,0.002482287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06142717,"threshold_uncertainty_score":0.9997589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838484665789466,"score_gpt":0.2802344855673181,"score_spread":0.2618496389094234,"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."}}