{"id":"W7029080953","doi":"","title":"The Impact of Fu&amp;amp;rsquo;s Subcutaneous Needling on Lower Limb Muscle Stiffness in Knee Osteoarthritis Patients: Study Protocol for a Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dry needling; Acupuncture; Osteoarthritis; Randomized controlled trial; Traditional Chinese medicine; China; Moxibustion; Beijing","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002285558,0.0005846702,0.002611946,0.0003696108,0.0002027822,0.0004610442,0.0004320549,0.0002244167,0.003827045],"category_scores_gemma":[0.006587583,0.0002952164,0.001052601,0.00009366861,0.0007913933,0.00004291447,0.000133741,0.0006896778,0.00003273634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004605704,"about_ca_system_score_gemma":0.00001657359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004272255,"about_ca_topic_score_gemma":0.005248361,"domain_scores_codex":[0.9953048,0.0007021872,0.001407271,0.0006428586,0.001318862,0.0006240024],"domain_scores_gemma":[0.9949794,0.00347116,0.0004973682,0.0005042056,0.0002473074,0.0003005563],"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":[0.8990569,0.002946138,0.000004550023,0.0004766994,0.001338327,0.00006510973,0.003468059,0.000001130896,5.280187e-7,0.001149925,0.002542831,0.08894979],"study_design_scores_gemma":[0.9434987,0.009121119,0.00000230086,0.0001649284,0.0004486667,9.694517e-7,0.0002897634,0.003453792,7.598021e-8,0.001478599,0.04110315,0.0004379509],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.003486233,0.003280374,0.001634173,0.00008915181,0.004178089,0.8441485,0.001209691,0.0002504248,0.1417234],"genre_scores_gemma":[0.5743158,0.000009490562,0.000007107527,0.00004928335,0.004214994,0.4084103,0.00009664494,0.0003578085,0.01253861],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.5708296,"threshold_uncertainty_score":0.99995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576951390701105,"score_gpt":0.3329513440634452,"score_spread":0.2971818301564341,"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."}}