{"id":"W4414618175","doi":"10.1155/prm/8567447","title":"The Impact of a Novel Methodological Process for Needling Scars, Fascia, and Muscles in the Management of Myofascial Dysfunction and Chronic Pain in a Population Living With Social and Health Inequities: Quantitative Findings From a Longitudinal Observational Pilot Study","year":2025,"lang":"en","type":"article","venue":"Pain Research and Management","topic":"Myofascial pain diagnosis and treatment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Vancouver Coastal Health","funders":"Vancouver Coastal Health Research Institute","keywords":"Observational study; Analgesic; Chronic pain; Dry needling; Psychological intervention; Population; Health care; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01391743,0.000230381,0.0002304215,0.0004318611,0.0007766155,0.0005639069,0.0004540276,0.000447492,0.001220922],"category_scores_gemma":[0.01888452,0.0001922799,0.0007211998,0.0002814195,0.000933569,0.0004865693,0.0009542878,0.0004072463,0.0001143943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007931208,"about_ca_system_score_gemma":0.001792627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228383,"about_ca_topic_score_gemma":0.003421523,"domain_scores_codex":[0.9917632,0.005921238,0.0005047561,0.0004665703,0.001079945,0.0002643511],"domain_scores_gemma":[0.9827215,0.008903775,0.004976524,0.001221481,0.001418984,0.0007576531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01121709,0.01477418,0.7925482,0.0009301413,0.0004290289,0.0001965202,0.01658884,0.000720266,0.01110704,0.000421421,0.0005664812,0.1505007],"study_design_scores_gemma":[0.0009605129,0.03581203,0.9522038,0.00009303836,0.0002247237,0.0001990792,0.005280753,0.001240232,0.002327129,0.0002229398,0.001393839,0.00004186295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998382,0.00006396557,0.0008226637,0.00006549471,0.00000649337,0.0004097759,0.00004489664,0.000002822317,0.0002019606],"genre_scores_gemma":[0.9957005,0.00004258328,0.003010387,0.00005361042,0.00001297148,0.0009616569,0.00005602497,0.000001516207,0.0001607398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01391743,"threshold_uncertainty_score":0.07360327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3329574884463649,"score_gpt":0.4838460738621487,"score_spread":0.1508885854157838,"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."}}