{"id":"W4399868052","doi":"10.1186/s13018-024-04846-1","title":"Transplantation of three mesenchymal stem cells for knee osteoarthritis, which cell and type are more beneficial? a systematic review and network meta-analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Orthopaedic Surgery and Research","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanming Project of Medicine in Shenzhen; Southern Medical University","keywords":"Medicine; Mesenchymal stem cell; WOMAC; Osteoarthritis; Meta-analysis; Transplantation; Umbilical cord; Cochrane Library; Stem-cell therapy; Stem cell; Knee pain; Internal medicine; Surgery; Pathology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01600891,0.002757042,0.02233185,0.00599911,0.0007181564,0.003732922,0.002334845,0.003026921,0.005261122],"category_scores_gemma":[0.03706495,0.001433753,0.04214978,0.006501096,0.001015989,0.00218808,0.001593188,0.002022095,0.0004173116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003353565,"about_ca_system_score_gemma":0.003146839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007636996,"about_ca_topic_score_gemma":0.01375628,"domain_scores_codex":[0.9866704,0.006673433,0.003740161,0.001438375,0.001136683,0.0003408019],"domain_scores_gemma":[0.9739057,0.0194883,0.004063659,0.0006524704,0.001545463,0.0003443692],"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":[0.00312667,0.00002727421,0.002753737,0.3737112,0.6100579,0.00008106283,0.00005925324,0.0003112897,0.0001873029,0.000118743,0.0004517934,0.009113879],"study_design_scores_gemma":[0.0008806716,0.0001788763,0.002018461,0.02568039,0.9697452,0.00005860009,0.00003422119,0.0001253956,0.00007303375,0.0001915639,0.0009958739,0.00001769911],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003828765,0.9941268,0.000490266,0.0002814419,0.0001577717,0.0003110798,0.0005295679,0.00002307617,0.0002511615],"genre_scores_gemma":[0.2134555,0.7780461,0.002854889,0.002127615,0.0003725993,0.001608662,0.001097285,0.0000566217,0.0003807139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02233185,"threshold_uncertainty_score":0.08466417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464897739007066,"score_gpt":0.3749684710596418,"score_spread":0.2284786971589353,"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."}}