{"id":"W2903492274","doi":"10.1177/014556131809700920","title":"Acute Infectious Laryngitis: A Case Series","year":2018,"lang":"en","type":"article","venue":"Ear Nose & Throat Journal","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Laryngitis; Medicine; Erythema; Laryngeal Edema; Edema; Dermatology; Series (stratigraphy); Surgery","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":[0.0002284284,0.0001487592,0.0002390022,0.0001224856,0.000396278,0.00008683908,0.00006628729,0.0000920522,0.001660576],"category_scores_gemma":[0.00009050266,0.0001199825,0.0001433066,0.0001906699,0.0001721993,0.0003535323,0.00003663924,0.0004395053,0.0007061514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005097013,"about_ca_system_score_gemma":0.0001483705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004511986,"about_ca_topic_score_gemma":0.0002280364,"domain_scores_codex":[0.998996,0.00005012795,0.0002256744,0.000150986,0.000244338,0.0003329324],"domain_scores_gemma":[0.9992396,0.0000177645,0.00008464292,0.000208943,0.0002042646,0.0002447383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001930043,0.001492055,0.1897179,0.000159832,0.003618045,0.3908928,0.02131161,0.000005567038,0.02254718,0.001256669,0.2624295,0.1046387],"study_design_scores_gemma":[0.003240141,0.002486107,0.008241127,0.0001497025,0.0004414182,0.8918884,0.001699894,0.00002498411,0.003583982,0.001321268,0.08663983,0.0002831666],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790937,0.0004501286,0.0003878556,0.002806911,0.000693402,0.0001307801,0.000006114823,0.00008446081,0.01634663],"genre_scores_gemma":[0.9928256,0.0005204641,0.0007137543,0.001577841,0.001772397,0.000002778722,0.000003397553,0.00003217551,0.002551545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5009955,"threshold_uncertainty_score":0.999252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118920861934073,"score_gpt":0.2919462063387122,"score_spread":0.2800541201453049,"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."}}