{"id":"W3009336029","doi":"10.1016/j.jseint.2019.11.003","title":"Radial head arthroplasty: fixed-stem implants are not all equal—a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"JSES International","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"Acumed","keywords":"Medicine; Implant; Meta-analysis; Context (archaeology); Osteolysis; Population; Femoral head; Arthroplasty; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000288839,0.000621434,0.008398995,0.0003204906,0.00004590391,0.00006980162,0.0002398233,0.0001959971,0.00111681],"category_scores_gemma":[0.0001277231,0.0003795192,0.003291863,0.0002839523,0.00005451406,0.00007213147,0.0001192698,0.0003404654,0.0003320104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002212672,"about_ca_system_score_gemma":0.000129685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002027608,"about_ca_topic_score_gemma":0.00004115055,"domain_scores_codex":[0.9967789,0.0002216308,0.001372918,0.000662266,0.000722458,0.0002418447],"domain_scores_gemma":[0.9978375,0.0003401557,0.0009393232,0.00048306,0.0001363227,0.0002636152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001267773,0.0001284029,0.00001127938,0.5373569,0.45265,0.0004669101,0.00003077464,1.640956e-7,2.354341e-8,0.0003535708,0.002166257,0.006822998],"study_design_scores_gemma":[0.0002451594,0.00008137346,0.000003734527,0.0266097,0.6463261,0.0007231186,0.00000793761,0.000004930057,2.14307e-7,0.000003172034,0.3257878,0.0002067129],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.871349e-7,0.9936947,0.00004313576,0.001255241,0.0001998599,0.002191522,0.001788083,0.00005966284,0.0007668982],"genre_scores_gemma":[0.0001040974,0.9920146,0.0001284372,0.001972487,0.0001885347,0.0006374201,0.001237237,0.00005067262,0.00366646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5107473,"threshold_uncertainty_score":0.9998657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2360778473843346,"score_gpt":0.4172380684036784,"score_spread":0.1811602210193439,"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."}}