{"id":"W4413272790","doi":"10.1186/s12891-025-08999-w","title":"Intramedullary nailing with and without cerclage in subtrochanteric fractures: an updated systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMC Musculoskeletal Disorders","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tanta University; Science and Technology Development Fund","keywords":"Intramedullary rod; Medicine; Surgery; Meta-analysis; Orthopedic surgery; Randomized controlled trial; Observational study; Evidence-based medicine; Rehabilitation; Physical therapy; Internal medicine","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":[0.009831536,0.002201678,0.01780227,0.01014986,0.0006434093,0.002924174,0.002259338,0.00198657,0.003773118],"category_scores_gemma":[0.02155375,0.001240094,0.02901734,0.009528951,0.0007339998,0.001895153,0.001514126,0.001414978,0.0002722883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601438,"about_ca_system_score_gemma":0.005048843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007303701,"about_ca_topic_score_gemma":0.01741366,"domain_scores_codex":[0.9937449,0.001985442,0.002460268,0.0006873586,0.0008820398,0.0002399368],"domain_scores_gemma":[0.9863402,0.008486608,0.0030345,0.0003491365,0.001581133,0.0002084715],"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":[0.001502292,0.00003791745,0.002567322,0.6964172,0.279718,0.0001453549,0.0001043818,0.0002779461,0.0002525836,0.0001277288,0.0006331973,0.01821611],"study_design_scores_gemma":[0.0005449372,0.0002274266,0.00416947,0.06460952,0.9276033,0.0001488822,0.00007478884,0.0001202007,0.0001308908,0.0001539134,0.002184998,0.00003157772],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002697439,0.9962681,0.0002203113,0.0001104296,0.00008391088,0.0001606751,0.000308346,0.00001092934,0.0001398353],"genre_scores_gemma":[0.06799041,0.9285226,0.001189153,0.000649308,0.0001844433,0.0006489786,0.0005984526,0.00001730834,0.0001993528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01780227,"threshold_uncertainty_score":0.05199474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486788596646057,"score_gpt":0.3507196003345162,"score_spread":0.3258517143680557,"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."}}