{"id":"W2156488711","doi":"10.1002/lary.21439","title":"Traumatic perilymphatic fistula with pneumolabyrinth: Diagnosis and management","year":2011,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Vestibule; Vestibular system; Sensorineural hearing loss; Temporal bone; Audiology; Fistula; Cochlea; Inner ear; Surgery; Hearing loss; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001075581,0.0001439297,0.0001277203,0.00003781298,0.0002283281,0.00004960028,0.0002731158,0.00001975067,0.0002213114],"category_scores_gemma":[0.00003170482,0.0000861254,0.0000230777,0.0001724591,0.0002353156,0.0001283354,0.00008782428,0.00006457647,0.0001250057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001044748,"about_ca_system_score_gemma":0.000008387349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003856217,"about_ca_topic_score_gemma":0.00002412414,"domain_scores_codex":[0.9991007,0.0001023609,0.0001168463,0.0002682342,0.0001838221,0.0002279918],"domain_scores_gemma":[0.9994957,0.00008002493,0.00005009762,0.000305099,0.0000066664,0.00006243852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002057229,0.009096272,0.2266184,0.006201556,0.001232038,0.004530315,0.1645627,0.001172316,0.04869078,0.1868196,0.04288697,0.3061318],"study_design_scores_gemma":[0.009835039,0.004392373,0.6382418,0.002073898,0.001516874,0.0009949746,0.009114539,0.00525425,0.227872,0.01615503,0.08034168,0.004207611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664969,0.0001896878,0.0003186131,0.0005191689,0.0001405449,0.0005383139,0.000004058519,0.00009049543,0.03170222],"genre_scores_gemma":[0.9972059,0.0004575066,0.000359614,0.001217572,0.00002292959,0.0001481219,5.183402e-7,0.00002189887,0.0005659547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4116234,"threshold_uncertainty_score":0.3512092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04917316534664243,"score_gpt":0.2386987360694513,"score_spread":0.1895255707228088,"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."}}