{"id":"W2151008406","doi":"10.1177/0269215510362325","title":"Is surface EMG biofeedback an effective training method for persons with neck and shoulder complaints after whiplash-associated disorders concerning activities of daily living and pain — a randomized controlled trial","year":2010,"lang":"en","type":"article","venue":"Clinical Rehabilitation","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Whiplash; Physical therapy; Randomized controlled trial; Physical medicine and rehabilitation; Medicine; Biofeedback; Neck pain; Rehabilitation; Electromyography; Poison control; Surgery; Alternative medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01850027,0.0002545784,0.001882336,0.0001040265,0.0001263895,0.00003458378,0.00004248699,0.0003218822,0.0000316994],"category_scores_gemma":[0.06454997,0.0001757864,0.0004787448,0.0001302243,0.001130476,0.0002093371,0.00001885612,0.0004297945,1.894309e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003299188,"about_ca_system_score_gemma":0.0001037992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006698631,"about_ca_topic_score_gemma":0.000311708,"domain_scores_codex":[0.9938211,0.004155115,0.0009731997,0.000539043,0.0002693119,0.0002421737],"domain_scores_gemma":[0.8848982,0.1140241,0.0004689115,0.0001890594,0.0002424041,0.0001772514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8663478,0.0007618294,0.05468453,0.000826286,0.000669796,1.771573e-7,0.04331199,0.00001734401,0.002435988,0.0000994452,0.00002401169,0.03082079],"study_design_scores_gemma":[0.714971,0.009219106,0.2051586,0.0006937069,0.0005856772,5.322962e-7,0.01456985,0.05381342,0.000008618144,0.000726221,0.00001537953,0.0002378661],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768807,0.00005675916,0.0121715,0.001160967,0.0002127837,0.009394573,0.00001789089,0.00004435561,0.00006052198],"genre_scores_gemma":[0.9542255,0.000009869053,0.0445763,0.0001700792,0.00008299208,0.0008194597,0.00001786066,0.00003437731,0.00006350774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1513768,"threshold_uncertainty_score":0.9433298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063911550991161,"score_gpt":0.3690786224111731,"score_spread":0.3484395069012615,"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."}}