{"id":"W4391472647","doi":"10.22541/au.167239630.00760986/v2","title":"Pain relief and functional improvements after focally applied, acoustically driven vibratory stimulation in a series of spondylolisthesis case","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Baycrest Hospital","funders":"","keywords":"Medicine; Spondylolisthesis; Retrospective cohort study; Pain relief; Range of motion; Medical record; Cohort; Physical therapy; Low back pain; Surgery; Pelvic tilt; Cohort study; Physical medicine and rehabilitation; Radiography; Internal medicine; Lumbar","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":[0.0001665953,0.0002357961,0.0003953036,0.0006319562,0.0006423162,0.0003501512,0.000319172,0.0005470343,0.001785045],"category_scores_gemma":[0.001003997,0.0001604851,0.0003337812,0.0003392892,0.0005919884,0.0001869158,0.0002824859,0.0002769927,0.0002820932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002419392,"about_ca_system_score_gemma":0.000220655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007947823,"about_ca_topic_score_gemma":0.001178805,"domain_scores_codex":[0.9997687,0.0000293173,0.00003037622,0.00005560019,0.00004604093,0.00006999853],"domain_scores_gemma":[0.9997025,0.00007445271,0.00009168422,0.00003013956,0.00003131271,0.00006982015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001027671,0.0008544051,0.6374933,0.0001778471,0.0001059904,0.3171271,0.001892841,0.0001569365,0.01859025,0.0001764508,0.0004117514,0.02198555],"study_design_scores_gemma":[0.00004473051,0.003336294,0.5815406,0.00001863918,0.00007040493,0.4113963,0.0007960353,0.0002012363,0.001755691,0.00007226036,0.0007452817,0.0000224932],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990855,0.0002804873,0.0001002485,0.00001763026,0.000004783505,0.00001103187,0.00002471505,0.000002735152,0.0004727988],"genre_scores_gemma":[0.9995012,0.00008926753,0.00007493737,0.0000245295,0.00001711762,0.000007252537,0.00004492233,9.776678e-7,0.0002397605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001785045,"threshold_uncertainty_score":0.005971551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00857006702686273,"score_gpt":0.2461183767418823,"score_spread":0.2375483097150196,"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."}}