{"id":"W4403034925","doi":"10.1186/s12891-024-07867-3","title":"Wearable technology mediated biofeedback to modulate spine motor control: a scoping review","year":2024,"lang":"en","type":"review","venue":"BMC Musculoskeletal Disorders","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sports medicine; Medicine; Physical medicine and rehabilitation; Biofeedback; Wearable computer; Rehabilitation; Neurology; Motor control; Physical therapy; Psychiatry; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001149269,0.00140388,0.004813807,0.00171481,0.0001418764,0.00005992502,0.0005279598,0.001074885,0.000420856],"category_scores_gemma":[0.002262013,0.001021125,0.003686032,0.003582343,0.0003389633,0.0001306434,0.0002572721,0.001256129,0.00408668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250331,"about_ca_system_score_gemma":0.001141084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003444303,"about_ca_topic_score_gemma":0.0001184093,"domain_scores_codex":[0.9936988,0.0004832162,0.002112723,0.001780695,0.0008080749,0.00111651],"domain_scores_gemma":[0.9968534,0.0003375253,0.0004545653,0.001522838,0.0002131788,0.0006185573],"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":[0.00001427146,0.0001459548,0.000008346308,0.6603556,0.0003819835,0.000006535289,0.000008528343,0.000001565217,0.00001817219,0.00006167513,0.0007078734,0.3382896],"study_design_scores_gemma":[0.0008594633,0.000706316,0.00006539354,0.6986095,0.00351712,0.00001869607,0.0000188955,0.00009482149,9.75536e-8,0.0000822371,0.2951074,0.000920046],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004911997,0.9774144,0.0007918237,0.002288385,0.0007890335,0.01676178,0.00006663262,0.000838935,0.0009999335],"genre_scores_gemma":[0.00005391289,0.9928729,0.001012266,0.0006031535,0.0002900429,0.002783787,0.0003360191,0.0003474164,0.001700521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3373695,"threshold_uncertainty_score":0.9998711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994459446625915,"score_gpt":0.3489723962434209,"score_spread":0.3290278017771617,"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."}}