{"id":"W3172447630","doi":"10.26603/001c.23530","title":"Mechanical Percussion Devices: A Survey of Practice Patterns Among Healthcare Professionals","year":2021,"lang":"en","type":"article","venue":"International Journal of Sports Physical Therapy","topic":"Sports injuries and prevention","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Massage; Percussion; Health professionals; Sports medicine; Health care; Family medicine; Physical therapy; Alternative medicine; Surgery","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":[0.00158556,0.0001220295,0.000274058,0.00117999,0.000401,0.000602846,0.0002557037,0.0007884683,0.001409961],"category_scores_gemma":[0.005614161,0.0002847337,0.0002573566,0.001276438,0.0003233677,0.0008932634,0.0007288366,0.0003486302,0.0004259597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005344692,"about_ca_system_score_gemma":0.0006535854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007655174,"about_ca_topic_score_gemma":0.007459775,"domain_scores_codex":[0.998287,0.0004291513,0.0003201074,0.0002369761,0.0004891484,0.0002376272],"domain_scores_gemma":[0.9957705,0.001038161,0.001817739,0.00009343572,0.0007606521,0.0005194971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002665591,0.00005850115,0.9929144,0.00005348913,0.00001188074,0.00005334374,0.002184562,0.00001647019,0.0001930747,0.00001199711,0.0003670381,0.004108488],"study_design_scores_gemma":[0.000006621549,0.0001908897,0.9890015,0.00007174383,0.000008048698,0.0003243742,0.00935687,0.0002179087,0.00006695512,0.00001537725,0.0007315662,0.000008148219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984842,0.0002705774,0.00009023184,0.0003217102,0.000004699396,0.00002694787,0.000251794,0.000003549296,0.0005464973],"genre_scores_gemma":[0.9987876,0.0003942009,0.0001749096,0.0002308073,0.00000684514,0.00004195188,0.000163374,0.000002136456,0.0001982856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007655174,"threshold_uncertainty_score":0.01522124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171564264605085,"score_gpt":0.4014432885213305,"score_spread":0.3697276458752797,"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."}}