{"id":"W4285402155","doi":"10.1177/23259671221104409","title":"Umbilical Cord–Derived Stem Cells for the Treatment of Knee Osteoarthritis: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Orthopaedic Journal of Sports Medicine","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; WOMAC; Umbilical cord; Cochrane Library; Visual analogue scale; Physical therapy; Randomized controlled trial; Surgery; Alternative 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006305156,0.000826404,0.01096016,0.0006385649,0.0001676711,0.00001127535,0.0006211631,0.0002645485,0.002881617],"category_scores_gemma":[0.0008775563,0.0003927558,0.003105426,0.0009943279,0.0003965577,0.00004940191,0.00008243719,0.001019272,0.000008384927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006669232,"about_ca_system_score_gemma":0.001936055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000106844,"about_ca_topic_score_gemma":0.00000177998,"domain_scores_codex":[0.9889507,0.0006104709,0.005731841,0.0005197517,0.003528439,0.000658836],"domain_scores_gemma":[0.9880273,0.003760937,0.005392672,0.001354501,0.0007534779,0.0007110722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001867691,0.0002197713,0.00000381604,0.4829589,0.0008286812,0.001160118,0.00008122713,8.290696e-8,0.000001984779,0.000009175697,0.001060213,0.5134892],"study_design_scores_gemma":[0.001978445,0.009748013,0.000001639319,0.4722733,0.01989911,0.005124374,0.0002476127,0.000001180661,0.000002183806,0.000002910601,0.4905716,0.0001496345],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000258867,0.9842396,0.00004789666,0.0004889241,0.001241474,0.01359574,0.00004494078,0.00001673879,0.0002988047],"genre_scores_gemma":[0.0000438784,0.9944698,0.00006598337,0.0001926112,0.001111084,0.000888748,0.00005632596,0.000141578,0.003029967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5133396,"threshold_uncertainty_score":0.9998524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07906753875681446,"score_gpt":0.3635073652360918,"score_spread":0.2844398264792773,"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."}}