{"id":"W4253087216","doi":"10.1002/14651858.cd004251.pub4","title":"Electrotherapy for neck pain","year":2009,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Canadian Memorial Chiropractic College; McMaster University","funders":"","keywords":"Medicine; Electrotherapy; Blinding; Transcutaneous electrical nerve stimulation; Physical therapy; Neck pain; Placebo; Acupuncture; MEDLINE; Dry needling; Randomized controlled trial; Physical medicine and rehabilitation; Surgery; Alternative 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":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.03437806,0.001971538,0.02729643,0.0007565823,0.000123347,0.0001045262,0.002434005,0.000456609,0.0002511186],"category_scores_gemma":[0.0137487,0.0012649,0.004780195,0.001547911,0.0001020286,0.0002915565,0.00008286407,0.0005075357,0.003967621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003876018,"about_ca_system_score_gemma":0.0005365564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007913438,"about_ca_topic_score_gemma":0.00000747308,"domain_scores_codex":[0.9774007,0.008838027,0.01029685,0.001363369,0.001091262,0.001009823],"domain_scores_gemma":[0.9786246,0.004052742,0.01064298,0.005913891,0.0004567111,0.0003090177],"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":[0.000008913305,0.000143585,1.006815e-8,0.7588677,0.0003270802,0.000006156435,0.00001978236,3.07851e-8,0.000008800514,0.0004562229,0.05292426,0.1872374],"study_design_scores_gemma":[0.0002711735,0.0001481305,2.639875e-9,0.5024081,0.003771367,0.0000838109,0.000003512745,0.00001386371,0.000001333287,0.00001512873,0.4927398,0.0005437408],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.531613e-8,0.9306528,0.004603514,0.00000602634,0.000186619,0.06042443,0.003764994,0.0001381282,0.0002234844],"genre_scores_gemma":[7.927622e-9,0.9643092,0.009990689,0.0001038453,0.0003711686,0.01661041,0.007706941,0.0004927163,0.0004150306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4398155,"threshold_uncertainty_score":0.9993027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441572166169455,"score_gpt":0.4147457705068207,"score_spread":0.2705885538898752,"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."}}