{"id":"W2143708538","doi":"10.2522/ptj.20080272","title":"Exposure to Low Amounts of Ultrasound Energy Does Not Improve Soft Tissue Shoulder Pathology: A Systematic Review","year":2009,"lang":"en","type":"review","venue":"Physical Therapy","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Brantford Energy (Canada); Canadian Physiotherapy Association; University of Toronto","funders":"","keywords":"Medicine; Ultrasound; Therapeutic ultrasound; Ultrasound energy; Randomized controlled trial; Physical therapy; Data extraction; MEDLINE; Surgery; Radiology","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":[0.0001431164,0.000629203,0.003377178,0.00008496117,0.00004645886,0.0000348193,0.0005723916,0.0002319669,0.00003198123],"category_scores_gemma":[0.00004894153,0.0003873045,0.0006131923,0.0003682029,0.00004855667,0.00006112975,0.00001740292,0.0002952044,0.00008038973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000650067,"about_ca_system_score_gemma":0.00004038943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004626631,"about_ca_topic_score_gemma":0.00000148132,"domain_scores_codex":[0.9979731,0.0001471185,0.0008137754,0.0004360982,0.0002786393,0.0003512447],"domain_scores_gemma":[0.9980932,0.0005011501,0.0002241764,0.0009697388,0.00007451374,0.0001372139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002194935,0.0002901879,4.300389e-8,0.4695313,0.0003860197,0.000003640298,0.0001453968,0.00001324052,0.006254546,0.0006075412,0.0002224095,0.5225434],"study_design_scores_gemma":[0.0002955334,0.000409049,0.000001160279,0.2831801,0.002057061,0.00004523279,0.00001066581,0.00001685807,0.002390522,0.0008728966,0.7092417,0.0014792],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004304017,0.9961278,0.001148417,0.00002835367,0.0001229842,0.001963743,0.0002196358,0.0001897963,0.0001561804],"genre_scores_gemma":[0.001320978,0.9956825,0.0001038913,0.0004818315,0.0003922353,0.001525537,0.00007706904,0.000129532,0.0002864652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7090193,"threshold_uncertainty_score":0.9998579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637073621684302,"score_gpt":0.2925762836956063,"score_spread":0.2762055474787633,"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."}}