{"id":"W4400288622","doi":"10.1121/10.0027089","title":"Experimental and numerical comparison of multiple passive beamformers for separating intra- and extra-canal cavitation activity during transvertebral spinal cord therapy","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Cavitation; Spinal cord; Acoustics; Medicine; Neuroscience; Physics; Psychology","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":[0.0009565677,0.0004525619,0.0003296074,0.0002487819,0.0001746932,0.000335832,0.0005601579,0.0004763333,0.001210892],"category_scores_gemma":[0.003259055,0.0002333149,0.000205224,0.0003666797,0.0005731267,0.0003801914,0.0004225588,0.0002176525,0.0001468449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500187,"about_ca_system_score_gemma":0.0003732925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020707,"about_ca_topic_score_gemma":0.001603855,"domain_scores_codex":[0.9997278,0.00007908835,0.00002158278,0.00004426637,0.0001036089,0.00002373121],"domain_scores_gemma":[0.9984359,0.0009038138,0.0001735303,0.0001552214,0.0002823854,0.0000490351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001466338,0.0002553925,0.004018984,0.0005364643,0.00007697673,0.0002613201,0.0006655916,0.308351,0.6202444,0.001545678,0.0007047706,0.06187299],"study_design_scores_gemma":[0.0001698574,0.002281889,0.007557801,0.00003822963,0.00008682005,0.0003615305,0.0002356414,0.493095,0.4937696,0.0006858236,0.001661417,0.00005628918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7114865,0.0003185822,0.2838911,0.0002433029,0.00004217388,0.0001183772,0.0002449342,0.0005227256,0.003132263],"genre_scores_gemma":[0.9064505,0.000120276,0.09229156,0.0000264371,0.000006408111,0.0001111312,0.00008582705,0.00003476998,0.000873259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001210892,"threshold_uncertainty_score":0.005058885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474622517935418,"score_gpt":0.3369685300031314,"score_spread":0.3022223048237772,"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."}}