{"id":"W4414033891","doi":"10.7860/jcdr/2025/64600.21499","title":"Exploring Short-term Outcomes of Dry Needling in Knee Osteoarthritis Patients: A Prospective Study","year":2025,"lang":"en","type":"article","venue":"JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH","topic":"Myofascial pain diagnosis and treatment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dry needling; Medicine; Term (time); Osteoarthritis; Physical therapy; Physical medicine and rehabilitation; Acupuncture; 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":[0.002494723,0.0001007065,0.0004735369,0.0001956816,0.00005578672,0.00002755859,0.0001434679,0.0000778141,0.000004835695],"category_scores_gemma":[0.01365044,0.00007428443,0.0001442873,0.0001995703,0.0001574258,0.00001464419,0.0002004272,0.0003221971,7.706328e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001420836,"about_ca_system_score_gemma":0.0001356985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004720557,"about_ca_topic_score_gemma":0.0001210442,"domain_scores_codex":[0.9978005,0.0004097264,0.0009963578,0.00022253,0.0003650398,0.0002058166],"domain_scores_gemma":[0.9963177,0.002802253,0.0001219075,0.0001711289,0.0004792277,0.0001078052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002795781,0.002290934,0.9368986,0.00002016386,0.0001331101,0.00004006028,0.0001178115,0.000005376703,0.00004311465,0.00004022817,0.00004837997,0.06008268],"study_design_scores_gemma":[0.003372124,0.00485717,0.9898513,0.0002244362,0.00002774264,3.987902e-7,0.0006166423,0.000001465055,0.0005952364,0.0002938272,0.0001002943,0.00005933741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978253,0.0009711705,0.000009159355,0.0001415083,0.0002320305,0.0004968015,0.000004254426,0.000001010708,0.0003187189],"genre_scores_gemma":[0.9976036,0.002071915,0.00006309744,0.00002842925,0.0001257118,0.00006671809,0.000001869041,0.000006594811,0.00003205497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06002334,"threshold_uncertainty_score":0.994658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613072036246309,"score_gpt":0.4526350708365721,"score_spread":0.2913278672119411,"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."}}