{"id":"W3098369908","doi":"10.1136/neurintsurg-2020-016636","title":"Torrents of torment: turbulence as a mechanism of pulsatile tinnitus secondary to venous stenosis revealed by high-fidelity computational fluid dynamics","year":2020,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Toronto Western Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Government of Ontario","keywords":"Medicine; Pulsatile flow; Stenosis; Radiology; Stent; Sinus (botany); Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006381849,0.000201198,0.0009669642,0.0002605068,0.00006451449,0.0000135835,0.0002173387,0.00005792524,0.002296141],"category_scores_gemma":[0.0006047058,0.0002052843,0.0008181473,0.0003651839,0.00005715149,0.000174289,0.0001501685,0.0003620831,0.00001211497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687305,"about_ca_system_score_gemma":0.0004204671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091974,"about_ca_topic_score_gemma":0.000002916596,"domain_scores_codex":[0.9963592,0.0002014753,0.001779594,0.0002515539,0.00117519,0.0002329762],"domain_scores_gemma":[0.9970731,0.0003976226,0.001356134,0.0001606868,0.0006726258,0.0003398287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02216676,0.04517761,0.1702906,0.01281694,0.007356085,0.002699285,0.003317237,0.00893457,0.3963805,0.005435949,0.2944986,0.03092588],"study_design_scores_gemma":[0.005475224,0.01988124,0.9437269,0.003377889,0.0009871892,0.002448148,0.0005118793,0.004051978,0.01300841,0.004623554,0.001101312,0.0008062971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994215,0.0002003532,0.001199829,0.002922639,0.0005331406,0.0002549011,0.0005848944,0.00001243835,0.000076809],"genre_scores_gemma":[0.9977066,0.00003300298,0.0009181926,0.0009842382,0.0001114903,0.000003871681,0.0001374159,0.00003313352,0.00007205763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7734362,"threshold_uncertainty_score":0.9986159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571680580891236,"score_gpt":0.2717554657549743,"score_spread":0.246038659946062,"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."}}