{"id":"W4409704839","doi":"10.1080/07853890.2025.2494679","title":"Risk factors for periprosthetic femoral fractures following hip arthroplasty: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Annals of Medicine","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Meta-analysis; Hip arthroplasty; Arthroplasty; Surgery; Total hip arthroplasty; Systematic review; MEDLINE; 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":[0.01369884,0.002636463,0.01621396,0.008699575,0.0006951881,0.003129955,0.002097173,0.002293263,0.003257985],"category_scores_gemma":[0.03174346,0.001526826,0.03162969,0.008951778,0.0007363451,0.001758586,0.001375193,0.001721593,0.0002331365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390794,"about_ca_system_score_gemma":0.004579863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006573423,"about_ca_topic_score_gemma":0.01435965,"domain_scores_codex":[0.9905985,0.003904556,0.002966556,0.0008678018,0.001365746,0.0002969856],"domain_scores_gemma":[0.9760386,0.01800464,0.00377636,0.0005074771,0.001431435,0.0002414606],"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":[0.00101991,0.00003345601,0.006693043,0.6328011,0.3425356,0.0001771687,0.0001114581,0.0003998375,0.0001544041,0.0001169121,0.0005398687,0.01541729],"study_design_scores_gemma":[0.000369379,0.0002380413,0.007327455,0.07496879,0.9143,0.0002400422,0.00007735608,0.0001969856,0.0001091876,0.0002027966,0.001935699,0.00003430266],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002656485,0.9964212,0.0002275512,0.0001347949,0.00006321014,0.0001330941,0.0002472104,0.000009739067,0.0001067524],"genre_scores_gemma":[0.07461189,0.9220736,0.001399568,0.0004396777,0.0001931329,0.0006877267,0.0004597727,0.00001016037,0.0001244331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01621396,"threshold_uncertainty_score":0.07244718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304946120638447,"score_gpt":0.4182593865093973,"score_spread":0.2877647744455526,"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."}}