{"id":"W3006901806","doi":"10.1007/s00402-020-03332-7","title":"Fracture fixation versus revision arthroplasty in Vancouver type B2 and B3 periprosthetic femoral fractures: a systematic review","year":2020,"lang":"en","type":"review","venue":"Archives of Orthopaedic and Trauma Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Orthopedic surgery; Arthroplasty; Fixation (population genetics); Surgery; Femoral fracture; Femur","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":[0.006664599,0.001387139,0.009658072,0.008000727,0.0006489095,0.002279688,0.001829984,0.002078253,0.00402961],"category_scores_gemma":[0.02916398,0.0008407448,0.008514108,0.008065329,0.0009150909,0.001856838,0.001297178,0.0009072804,0.0002402144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360243,"about_ca_system_score_gemma":0.007908099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007011059,"about_ca_topic_score_gemma":0.01890627,"domain_scores_codex":[0.993641,0.001995936,0.002549548,0.0005651536,0.001016034,0.0002322961],"domain_scores_gemma":[0.9733339,0.01884466,0.005475543,0.000245978,0.001836951,0.0002628888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000307729,0.00001337099,0.001084638,0.9740595,0.0107514,0.00007191405,0.0001038845,0.00005170191,0.00007308507,0.00008318573,0.0004756728,0.01292389],"study_design_scores_gemma":[0.0005439173,0.0004041721,0.006978873,0.8641173,0.1195356,0.00047206,0.0003353215,0.0001269418,0.0001517565,0.0002466002,0.007047451,0.00004005612],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002678502,0.9961837,0.0001065509,0.0001507078,0.0000856348,0.0003073062,0.0003185936,0.000006582647,0.0001623683],"genre_scores_gemma":[0.04861075,0.9483207,0.0006003487,0.0006233058,0.0001608814,0.001195706,0.0003319637,0.000006711654,0.0001495781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009658072,"threshold_uncertainty_score":0.03524619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989196441382034,"score_gpt":0.3028552582971476,"score_spread":0.2729632938833272,"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."}}