{"id":"W4206058216","doi":"10.1177/03635465211053893","title":"Intra-articular Injection of Autologous Adipose-Derived Stem Cells or Stromal Vascular Fractions: Are They Effective for Patients With Knee Osteoarthritis? A Systematic Review With Meta-analysis of Randomized Controlled Trials","year":2022,"lang":"en","type":"article","venue":"The American Journal of Sports Medicine","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Health Industry Development Institute","keywords":"Knee cartilage; Randomized controlled trial; Stem cell; Stromal cell; Regeneration (biology); Adjuvant; Cartilage; Clinical trial","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_broad"],"consensus_categories":[],"category_scores_codex":[0.02460066,0.0003564532,0.022021,0.0008307802,0.0001349668,0.000007779645,0.0002469381,0.00003033626,0.0004827804],"category_scores_gemma":[0.004485959,0.0001296656,0.003096812,0.00151409,0.0005583836,0.0000666747,0.00004374615,0.0004467171,2.313361e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540778,"about_ca_system_score_gemma":0.0002981434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008843821,"about_ca_topic_score_gemma":0.000008233209,"domain_scores_codex":[0.9869959,0.005652624,0.003902978,0.000270585,0.002885123,0.0002927779],"domain_scores_gemma":[0.9753371,0.008500857,0.01321669,0.0006300924,0.00210821,0.0002069926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.51489,0.0006925132,0.000391803,0.01724792,0.4606669,0.0002158789,0.001285736,0.001704982,0.000844422,0.00001139401,0.00004786313,0.002000524],"study_design_scores_gemma":[0.164651,0.02640833,0.0006815377,0.0125284,0.7901605,0.0003080662,0.004647773,0.0001779906,0.0002808926,0.00001177325,0.000003725763,0.0001400202],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997034,0.06502039,0.003177385,0.001150906,0.0001318969,0.03071649,0.00005230758,0.00001878192,0.00002844595],"genre_scores_gemma":[0.9963695,0.001372627,0.0002730698,0.0002185889,0.00004760857,0.001609179,0.00001056309,0.00003787277,0.00006100054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3502391,"threshold_uncertainty_score":0.9924981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423482270241577,"score_gpt":0.301349249124632,"score_spread":0.2771144264222162,"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."}}