{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007514175,0.00008769001,0.0002350917,0.0001410542,0.0001385166,0.00002684301,0.0001151264,0.00006571347,0.00004138277],"category_scores_gemma":[0.001029711,0.00006306671,0.0000420685,0.0003487361,0.0008218228,0.00005070991,0.00008178684,0.0001482724,0.00007023643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000517886,"about_ca_system_score_gemma":0.0001435928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003165643,"about_ca_topic_score_gemma":0.00002946658,"domain_scores_codex":[0.9977939,0.001002989,0.0002164791,0.000513531,0.0002077476,0.0002653182],"domain_scores_gemma":[0.9982715,0.001390339,0.00001923256,0.0002081127,0.00004819462,0.00006261446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002812531,0.001931083,0.9385502,0.00005101544,0.0001003311,0.0005512661,0.004668408,0.00001430955,0.02216176,0.002382836,0.00109902,0.02820848],"study_design_scores_gemma":[0.004111972,0.03864823,0.9204895,0.0000828608,0.00008602136,0.0001703103,0.004734539,0.002381594,0.01427841,0.007082576,0.007561845,0.000372143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969927,0.0006639286,0.00002789438,0.0003583134,0.0002896973,0.0007100028,0.000005699836,0.00003717844,0.0009145905],"genre_scores_gemma":[0.998439,0.0004434049,0.00001328554,0.00001570132,0.0001371133,0.00009834326,6.489989e-7,0.00001074425,0.0008417526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03671714,"threshold_uncertainty_score":0.302804,"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."}}