{"id":"W4297243471","doi":"10.1097/mao.0000000000003695","title":"Endoscopic Repair of Round Window Cochleocele","year":2022,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Surgery; Round window; Cerebrospinal fluid leak; Cochlea; Cochlear implant; Stapes; Meningitis; Temporal bone; Footplate; Oval window; Middle ear; Cerebrospinal fluid; Audiology","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":[0.0002082737,0.0008509203,0.0005875477,0.0007607812,0.0006983635,0.000764229,0.0006912539,0.001618129,0.001519974],"category_scores_gemma":[0.001872653,0.0003132125,0.0006176705,0.0003862613,0.0007387858,0.00146246,0.001042239,0.001499731,0.0005145881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004161488,"about_ca_system_score_gemma":0.0004964609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006186194,"about_ca_topic_score_gemma":0.001073128,"domain_scores_codex":[0.9996372,0.00003397884,0.00004113209,0.00006616252,0.00009808802,0.0001233674],"domain_scores_gemma":[0.9989781,0.0002340636,0.0003403683,0.0001402855,0.00004562267,0.0002616305],"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":[0.0001899011,0.00006138859,0.01294722,0.0001534596,0.00005396064,0.9371319,0.0002746603,0.0005479091,0.0221798,0.0004885111,0.0005796963,0.02539166],"study_design_scores_gemma":[0.0000119229,0.0001198086,0.005535765,0.00001838024,0.000009585051,0.9898246,0.00009983491,0.0006265887,0.002407762,0.0001418837,0.00119372,0.0000101095],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691366,0.007869157,0.01482747,0.001259007,0.0003301537,0.00008229646,0.0001372286,0.0004743056,0.005883723],"genre_scores_gemma":[0.989326,0.001415261,0.007526603,0.0003134057,0.0003009891,0.00002461734,0.00006869074,0.00002805106,0.0009963913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001618129,"threshold_uncertainty_score":0.005084813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998655309744466,"score_gpt":0.2877482456433835,"score_spread":0.2477616925459388,"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."}}