{"id":"W4399867557","doi":"10.51507/j.jams.2024.17.3.94","title":"The Effect of Ankle Muscles Dry Needling on Brain Activity Map Based on fMRI: a Study Protocol for Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"Journal of Acupuncture and Meridian Studies","topic":"Myofascial pain diagnosis and treatment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tehran University of Medical Sciences and Health Services; National Brain Mapping Laboratory","keywords":"Dry needling; Ankle; Physical medicine and rehabilitation; Medicine; Randomized controlled trial; Protocol (science); Physical therapy; Acupuncture; Anatomy; Surgery; Alternative medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.002423351,0.0002769351,0.00126586,0.00006785516,0.0001653981,0.00004919463,0.00007563391,0.00006357914,0.000001298958],"category_scores_gemma":[0.0018676,0.000091396,0.0007531712,0.00004366087,0.00009946724,0.000004346366,0.00002454821,0.0001073177,1.730242e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001630701,"about_ca_system_score_gemma":0.0000668216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002757444,"about_ca_topic_score_gemma":0.00001488405,"domain_scores_codex":[0.9985086,0.000564303,0.0004056459,0.000176221,0.0002061132,0.0001391184],"domain_scores_gemma":[0.9945862,0.004838916,0.0002974594,0.0001304211,0.0001003718,0.00004658031],"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":[0.9768345,0.0003105909,0.00010075,0.0001880567,0.002991251,0.00001218823,0.0002288302,0.00006251378,0.003922231,0.00000946998,0.006756252,0.008583405],"study_design_scores_gemma":[0.9285803,0.02633737,0.00008910559,0.0003275221,0.0008452201,0.000001135664,0.0003386421,0.00009364892,0.0289008,0.00005411807,0.01429812,0.0001339579],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7367565,0.003267585,0.0001615154,0.005951351,0.001000139,0.2527372,0.00001299227,0.000008316878,0.0001043728],"genre_scores_gemma":[0.9222408,0.0001149847,0.00002921317,0.0001667383,0.0007347241,0.07661847,0.000001186903,0.00001594494,0.00007795764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1854842,"threshold_uncertainty_score":0.3727021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336681885862417,"score_gpt":0.3449369155787521,"score_spread":0.3315700967201279,"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."}}