{"id":"W2768652741","doi":"10.1109/ultsym.2017.8092955","title":"Non-invasive spinal vibration testing using ultrafast ultrasound imaging: A new way to measure spine function","year":2017,"lang":"en","type":"article","venue":"2017 IEEE International Ultrasonics Symposium (IUS)","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ultrashort pulse; Accelerometer; Cadaveric spasm; Frame rate; Vibration; Ultrasound; Computer science; Biomedical engineering; Acoustics; Medicine; Physics; Computer vision; Optics; Anatomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005331339,0.0006128359,0.0005491655,0.0005319915,0.001079572,0.001020841,0.0008443773,0.0001945285,0.00008717159],"category_scores_gemma":[0.002012747,0.0006147819,0.0003666327,0.0002952309,0.0002286691,0.001257143,0.00007209254,0.0006461872,0.0002319648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004424837,"about_ca_system_score_gemma":0.0007286263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068373,"about_ca_topic_score_gemma":0.0001393891,"domain_scores_codex":[0.9962497,0.00003978615,0.0007340726,0.001020295,0.001189713,0.0007663958],"domain_scores_gemma":[0.9961434,0.0001993212,0.0006841394,0.001118841,0.001174821,0.0006795045],"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":[0.000450795,0.0002274271,0.08536798,0.00005570336,0.0003176132,0.00002895063,0.0003123671,0.001581189,0.9072243,0.0001089853,0.002727427,0.001597265],"study_design_scores_gemma":[0.01078805,0.002441236,0.7587697,0.005624895,0.001873625,0.007422526,0.0007843869,0.01911316,0.1625027,0.000667791,0.02691384,0.003098088],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.844391,0.0001230595,0.1221508,0.006188243,0.007091041,0.001081256,0.00007691362,0.0003313976,0.01856624],"genre_scores_gemma":[0.9671715,0.00008305778,0.02769952,0.001225473,0.002191996,0.0000285969,0.0001126085,0.000112768,0.001374507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7447216,"threshold_uncertainty_score":0.9996303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941540866926365,"score_gpt":0.3010126671070953,"score_spread":0.2615972584378317,"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."}}