{"id":"W4285676985","doi":"10.1002/nau.25010","title":"Validation of shear wave elastography as a noninvasive measure of pelvic floor muscle stiffness","year":2022,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"National Health and Medical Research Council; Fonds de Recherche du Québec - Santé","keywords":"Medicine; Pelvic floor; Muscle stiffness; Anatomy; Electromyography; Isometric exercise; Stiffness; Sagittal plane; Ultrasound; Shear modulus; Pelvic Floor Muscle; Orthodontics; Radiology; Materials science; Physical medicine and rehabilitation; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007192011,0.0006803086,0.0003066132,0.0008397623,0.0002574965,0.001027704,0.0004287439,0.0006407092,0.001099161],"category_scores_gemma":[0.01824067,0.0003881144,0.000210957,0.0003575496,0.0008078511,0.0005139665,0.0005761615,0.0004049479,0.0005098017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009784025,"about_ca_system_score_gemma":0.0002884172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006172318,"about_ca_topic_score_gemma":0.0008419541,"domain_scores_codex":[0.9957145,0.002383955,0.0002884062,0.0005602456,0.0009418566,0.0001109708],"domain_scores_gemma":[0.9871019,0.007341831,0.001685046,0.001167773,0.002445987,0.0002573674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002035293,0.0002264441,0.809504,0.0002596432,0.0002670682,0.0001670661,0.0005368194,0.0008390179,0.1420004,0.0002366616,0.0003141474,0.04361341],"study_design_scores_gemma":[0.0001151283,0.002458074,0.9609481,0.00009804823,0.0001454748,0.000933472,0.0003871496,0.006996298,0.02606291,0.0002060628,0.001620074,0.00002922066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762491,0.001023476,0.019724,0.0001080981,0.00009567897,0.0001181559,0.0002946681,0.00007404265,0.002312728],"genre_scores_gemma":[0.9918118,0.0001974425,0.006996298,0.00008852174,0.00006390817,0.00008729947,0.0001846308,0.00002309886,0.0005470758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007192011,"threshold_uncertainty_score":0.03803545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030369694904699,"score_gpt":0.2286824102250451,"score_spread":0.2183787132759981,"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."}}