{"id":"W2364131409","doi":"","title":"Quantitative Evaluation of the Clinical Efficacy of Proximal Needling in Treating Cervical Spondylosis of Nerve Root Type","year":2009,"lang":"en","type":"article","venue":"Shanghai zhenjiu zazhi","topic":"Medical Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dry needling; Medicine; Cervical spondylosis; Electroacupuncture; Acupuncture; Nerve root; Therapeutic effect; Neck pain; McGill Pain Questionnaire; Clinical efficacy; Surgery; Anesthesia; Visual analogue scale","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":[0.002206455,0.0001213062,0.0005154478,0.0001524756,0.00002494116,0.000003027714,0.0001495122,0.0001246463,0.0002018013],"category_scores_gemma":[0.008697228,0.00007615011,0.0001950824,0.0007191774,0.0001804267,0.00004869504,0.00004866693,0.0002730006,0.000005890375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007520687,"about_ca_system_score_gemma":0.0005105631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001619225,"about_ca_topic_score_gemma":0.00006363388,"domain_scores_codex":[0.997098,0.0004807208,0.0007826866,0.0002265335,0.001166741,0.0002452817],"domain_scores_gemma":[0.9979324,0.0008088675,0.0002818837,0.00032403,0.0005144323,0.0001383825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00549097,0.004852081,0.8203016,0.0003136914,0.0003675182,0.00002700135,0.001967796,0.00008979498,0.01252415,0.001981309,0.0001278377,0.1519562],"study_design_scores_gemma":[0.006218167,0.003221591,0.9714302,0.0008389471,0.0002965707,0.000003358145,0.0002996426,0.006201911,0.01046963,0.0009453567,0.0000081418,0.0000664605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955785,0.0005055112,0.00002743874,0.0005965049,0.00006898617,0.0008147043,0.00001013177,0.000007244314,0.002391007],"genre_scores_gemma":[0.9986309,0.00001994286,0.001159796,0.00003911441,0.00005278024,0.000006992175,0.00002110723,0.000009650491,0.00005964852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518898,"threshold_uncertainty_score":0.9996529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1536327952110756,"score_gpt":0.4660173900585999,"score_spread":0.3123845948475243,"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."}}