{"id":"W4412728318","doi":"10.1101/2025.07.28.25332291","title":"Extracorporeal shock wave therapy for wound management: a comprehensive systematic review of clinical evidence, modalities and mechanisms","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Tendon Structure and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Chiropractic Association","funders":"","keywords":"Extracorporeal shock wave therapy; Modalities; Intensive care medicine; Medicine; Treatment modality; Extracorporeal; Therapeutic modalities; Shock (circulatory); Medical physics; Surgery; Physical therapy; Internal medicine","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":[0.0007597785,0.0003989367,0.002655929,0.000147903,0.00004170946,0.0000192194,0.0001653752,0.0002408297,0.00002978238],"category_scores_gemma":[0.0001864928,0.0002676983,0.0005955528,0.00009577528,0.0001093082,0.00003001764,0.0002420413,0.0003027782,0.000001278764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000395834,"about_ca_system_score_gemma":0.0001395374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001997023,"about_ca_topic_score_gemma":0.000002354617,"domain_scores_codex":[0.9969658,0.0002447565,0.001555673,0.0006222581,0.0004009114,0.0002105868],"domain_scores_gemma":[0.9969675,0.000888797,0.0007592585,0.0009231769,0.0003455512,0.0001157286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003458892,0.0001305159,0.0008267753,0.9762172,0.002856964,0.0001022428,0.0001154912,4.349544e-7,0.0000101878,0.01708856,0.0002859511,0.002019821],"study_design_scores_gemma":[0.00354741,0.0008659341,0.01234866,0.9196572,0.009780847,0.0001024913,0.0002793956,0.0001471501,0.0002767025,0.05215628,0.000432741,0.0004051517],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1120787,0.8112758,0.01637276,0.003581048,0.002665214,0.0481868,0.0007606576,0.0002676978,0.004811268],"genre_scores_gemma":[0.4781586,0.481533,0.02528251,0.004219951,0.0002595798,0.003742665,0.0002741423,0.00007622124,0.006453389],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3660799,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140138068228018,"score_gpt":0.4023311788762205,"score_spread":0.2621931106482025,"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."}}