{"id":"W4396721251","doi":"10.1016/j.heliyon.2024.e30874","title":"Effects of therapeutic ultrasound in patients with knee osteoarthritis: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Heliyon","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Physical Education and Sport Sciences Department, University of Limerick; National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; Central South University","keywords":"Osteoarthritis; Meta-analysis; Medicine; Systematic review; Therapeutic ultrasound; Phonophoresis; Ultrasound; Physical therapy; MEDLINE; Internal medicine; Alternative medicine; Radiology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001141186,0.0003991305,0.004690274,0.0002902023,0.00001571493,0.00003415394,0.0001283854,0.0001266544,0.00003062908],"category_scores_gemma":[0.00002408566,0.0002369954,0.0007554227,0.001043187,0.00002681744,0.00004262661,0.00001262212,0.0002269898,0.00003791768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003763681,"about_ca_system_score_gemma":0.00001732469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001652932,"about_ca_topic_score_gemma":0.0000205075,"domain_scores_codex":[0.9985919,0.0001161753,0.0006764368,0.0002724522,0.0001797194,0.0001633333],"domain_scores_gemma":[0.9989205,0.0004563557,0.0001343291,0.0004108042,0.00003241599,0.00004558702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[2.319124e-7,0.00002135486,0.000001486926,0.9518829,0.04642297,0.00000118379,0.00002895373,0.000001623379,2.408352e-7,0.00002459702,0.00000193996,0.001612534],"study_design_scores_gemma":[0.00008490308,0.00004334248,0.00000624193,0.1335281,0.8600802,0.000005169124,0.000001972612,4.339539e-7,4.64859e-7,0.000005036669,0.006006181,0.0002379305],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001129639,0.9964842,0.00002661317,0.000002015069,0.00001302683,0.003237249,0.00009806993,0.00006487129,0.00006262294],"genre_scores_gemma":[0.000280662,0.9974697,0.00003152415,0.00002911721,0.000005476686,0.001969933,0.00006686241,0.00006938706,0.00007738568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8183548,"threshold_uncertainty_score":0.9664392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494998962969827,"score_gpt":0.250064510062787,"score_spread":0.2351145204330887,"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."}}