{"id":"W2365539805","doi":"","title":"Comparative Study between Fire Needling and Warm Needling Therapies for Knee Osteoarthritis","year":2013,"lang":"en","type":"article","venue":"Shanghai zhenjiu zazhi","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dry needling; Medicine; Acupuncture; Osteoarthritis; Therapeutic effect; WOMAC; Significant difference; Physical therapy; Surgery; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0004760433,0.000239712,0.0006544709,0.000167578,0.0003382526,0.00010387,0.0001104749,0.0001283498,0.0001602802],"category_scores_gemma":[0.0000960395,0.0002018729,0.0000926564,0.0002483144,0.0001073723,0.0002027758,0.00009021322,0.0003602173,0.00009001368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006074828,"about_ca_system_score_gemma":0.0001376549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435862,"about_ca_topic_score_gemma":0.000148464,"domain_scores_codex":[0.9981477,0.00008530405,0.000392324,0.000413625,0.0003464284,0.0006146036],"domain_scores_gemma":[0.9984418,0.0004941077,0.00007334645,0.0003096821,0.0003219034,0.0003592119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002236111,0.0003834955,0.3590218,0.0004294902,0.0004830594,0.00002848529,0.04494552,0.000001441554,0.001898415,0.00006309165,0.001790577,0.5907311],"study_design_scores_gemma":[0.01954414,0.03769696,0.7305706,0.001271449,0.0005207322,0.00008123816,0.1784995,0.002483392,0.003621371,0.002829074,0.02139206,0.001489521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891005,0.003514034,0.0001061258,0.002619001,0.0001066051,0.003762077,0.00003270898,0.00009804319,0.000660974],"genre_scores_gemma":[0.996771,0.00004780269,0.0005796734,0.000374709,0.0006448186,0.000492202,0.00005184165,0.00004328414,0.0009947001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5892416,"threshold_uncertainty_score":0.8232138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09510968367023029,"score_gpt":0.38400554611241,"score_spread":0.2888958624421797,"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."}}