{"id":"W3185485563","doi":"10.2147/jpr.s315956","title":"Efficacy of Acupuncture-Related Therapy in the Treatment of Knee Osteoarthritis: A Network Meta-Analysis of Randomized Controlled Trials","year":2021,"lang":"en","type":"review","venue":"Journal of Pain Research","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Acupuncture; Osteoarthritis; Randomized controlled trial; Meta-analysis; Physical therapy; Acupuncture therapy; Alternative medicine; Internal medicine; Pathology","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","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.1511107,0.001060841,0.08626981,0.003605325,0.0000879886,0.0000418491,0.0006137815,0.0005044698,0.0009380526],"category_scores_gemma":[0.05376372,0.000272742,0.05343776,0.005479137,0.0008763957,0.00004571192,0.00007536726,0.001367543,0.000001140671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004011258,"about_ca_system_score_gemma":0.001978053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001007533,"about_ca_topic_score_gemma":0.00004418675,"domain_scores_codex":[0.8991756,0.08587158,0.009315152,0.0004377118,0.004481671,0.0007182891],"domain_scores_gemma":[0.8049904,0.1848983,0.006011691,0.001021258,0.002905223,0.0001731125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.08167508,0.002399571,0.00001957784,0.001555097,0.7194722,0.0004987674,0.0009929765,0.00006914214,0.000003924869,0.00004542486,0.0007553342,0.1925129],"study_design_scores_gemma":[0.2863592,0.008682609,0.0000196573,0.004359776,0.6554773,0.00004718479,0.0003753486,0.00001344737,0.000008025715,0.00006566627,0.04444854,0.000143176],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003416891,0.9828238,0.00001998646,0.00073497,0.00006565713,0.01571923,0.00006114196,0.000003383792,0.00023012],"genre_scores_gemma":[0.001987136,0.9955409,0.0002429708,0.00001835893,0.0002485047,0.001251397,0.000095089,0.00004646773,0.0005692299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2046841,"threshold_uncertainty_score":0.9999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3483882244067369,"score_gpt":0.5213059056271941,"score_spread":0.1729176812204572,"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."}}