{"id":"W4390772413","doi":"10.3390/audiolres14010006","title":"Suspicion and Treatment of Perilymphatic Fistula: A Prospective Clinical Study","year":2024,"lang":"en","type":"article","venue":"Audiology Research","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Fistula; Prospective cohort study; Audiogram; Surgery; Vestibular system; Tertiary care; Significant difference; Physical examination; Hearing loss; Audiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157866,0.0004341793,0.0007173038,0.001116688,0.001084798,0.0007827198,0.0003508416,0.001155703,0.002817273],"category_scores_gemma":[0.004174102,0.0004894538,0.000607779,0.001077847,0.0008064428,0.001160842,0.0007856805,0.0008369863,0.0005410482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635812,"about_ca_system_score_gemma":0.0007180103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005936024,"about_ca_topic_score_gemma":0.0005889901,"domain_scores_codex":[0.9988815,0.0003109458,0.0001744394,0.0002528825,0.0002030416,0.0001772211],"domain_scores_gemma":[0.9967149,0.0009814835,0.001168811,0.0002117241,0.0002973689,0.0006256725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00066109,0.0004130221,0.9956222,0.00004222996,0.00002949313,0.001432726,0.0001352005,0.00002678418,0.0001754163,0.00002454205,0.00006696547,0.001370458],"study_design_scores_gemma":[0.0002136639,0.00517879,0.9752989,0.00006792112,0.00009155584,0.0164305,0.001385412,0.0002091667,0.0001518186,0.00009301502,0.0008458714,0.00003349592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986682,0.0006594154,0.0001068981,0.00002586806,0.000008184802,0.000072447,0.00007032876,0.000001677286,0.0003868724],"genre_scores_gemma":[0.9989981,0.0003472945,0.0001567289,0.00005788454,0.00004711513,0.0000929637,0.0002101891,0.000001490569,0.00008825943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002817273,"threshold_uncertainty_score":0.009424746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2307652885493768,"score_gpt":0.5049926302621087,"score_spread":0.2742273417127319,"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."}}