{"id":"W6958944213","doi":"10.6084/m9.figshare.c.7890224.v1","title":"The efficacy of platelet-rich plasma preparation protocols in the treatment of osteoarthritis: a network meta-analysis of randomized controlled trials","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"WOMAC; Platelet-rich plasma; Osteoarthritis; Randomized controlled trial; Hyaluronic acid; Viscosupplementation; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002719625,0.0003015637,0.008708135,0.0003688065,0.00005961831,0.0001061983,0.0008643869,0.0001595166,0.01301498],"category_scores_gemma":[0.003919514,0.0001272575,0.00541456,0.001499384,0.00002830524,0.00004271051,0.000070795,0.00007327294,0.000005946607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001666255,"about_ca_system_score_gemma":0.0001412416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007583244,"about_ca_topic_score_gemma":0.0004970211,"domain_scores_codex":[0.9941161,0.002579984,0.002286027,0.0003397879,0.0004837546,0.0001943638],"domain_scores_gemma":[0.9827415,0.01187307,0.00422634,0.0009443381,0.0001957607,0.00001894109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.04055781,0.000886471,0.000002915909,0.0003736704,0.6833273,0.00001001286,0.002478538,0.03976356,0.000004107227,0.002303105,0.2044121,0.02588033],"study_design_scores_gemma":[0.3644517,0.001587173,0.00003019588,0.00283357,0.3135193,0.000001568024,0.0001038862,0.07996377,0.0004538898,0.0002107851,0.2361571,0.0006870239],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00009118178,0.1123716,0.001687281,0.000582165,0.000356876,0.4476678,0.1713758,0.0002568072,0.2656106],"genre_scores_gemma":[0.02226335,0.0009605239,0.005525379,0.0001182362,0.0008954454,0.6360873,0.0423154,0.0003300548,0.2915043],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.369808,"threshold_uncertainty_score":0.9878873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09273416383827747,"score_gpt":0.3410344435604804,"score_spread":0.2483002797222029,"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."}}