{"id":"W4400892675","doi":"10.1136/jnis-2024-snis.38","title":"O-038 Utilization of transcanal recordings for objectification of pulsatile tinnitus","year":2024,"lang":"en","type":"article","venue":"","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Objectification; Pulsatile flow; Tinnitus; Medicine; Computer science; Audiology; Cardiology","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":[0.0004820679,0.0002684677,0.0001752001,0.0008341852,0.0001898817,0.0005488176,0.0002071488,0.0003743794,0.003512185],"category_scores_gemma":[0.00148068,0.00008977765,0.0002008953,0.000368642,0.000388727,0.0003624513,0.000398705,0.0002281533,0.0007695481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084037,"about_ca_system_score_gemma":0.0001698831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006539564,"about_ca_topic_score_gemma":0.0006901313,"domain_scores_codex":[0.999759,0.00006191851,0.00003840661,0.00005532577,0.00004976996,0.00003548875],"domain_scores_gemma":[0.9985647,0.0006202732,0.0002639084,0.0001631957,0.0002632106,0.0001248433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001907739,0.000199229,0.6924673,0.0002579759,0.00006556073,0.009126213,0.0009713908,0.0002304896,0.1353254,0.0001380275,0.000557945,0.1587526],"study_design_scores_gemma":[0.00005575272,0.001715798,0.9196298,0.00006455474,0.0001105454,0.03335953,0.001812745,0.001627293,0.03879492,0.000225556,0.002558126,0.00004548469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904488,0.0006070011,0.005110981,0.00005472114,0.00003047148,0.00007631553,0.0002891994,0.00009593094,0.003286646],"genre_scores_gemma":[0.9967541,0.0001583738,0.002560496,0.00004645514,0.0000241301,0.00002378603,0.00009150943,0.00001173756,0.0003293335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003512185,"threshold_uncertainty_score":0.01174939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05987216720338646,"score_gpt":0.3354981332654386,"score_spread":0.2756259660620522,"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."}}