{"id":"W4417033967","doi":"10.53453/ms.2025.11.4","title":"Management of periprosthetic fractures after hip and knee arthroplasty - classifications, treatment algorithms, and clinical outcomes – a literature review","year":2025,"lang":"lt","type":"review","venue":"Medical Sciences","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Arthroplasty; Hip arthroplasty; Complication; Prosthesis","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":[0.002358266,0.000700366,0.001154766,0.006660272,0.0004446791,0.001778044,0.001049745,0.0008663335,0.003035661],"category_scores_gemma":[0.007359504,0.0003683411,0.00213616,0.007193696,0.0004907563,0.001581657,0.000815835,0.0007959025,0.0004341487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145127,"about_ca_system_score_gemma":0.004500349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006090553,"about_ca_topic_score_gemma":0.01063972,"domain_scores_codex":[0.9983015,0.0003195332,0.0006997561,0.0002340682,0.0003679541,0.00007711965],"domain_scores_gemma":[0.995095,0.002792819,0.001165006,0.00007792197,0.0007872891,0.00008189955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003505806,0.0001497485,0.02137469,0.1345811,0.001228347,0.000464654,0.0005773648,0.0006278117,0.0002657174,0.001995529,0.01267101,0.8257135],"study_design_scores_gemma":[0.0002208217,0.0007343037,0.1296452,0.5127325,0.01391621,0.01267729,0.004601207,0.001528167,0.0008005907,0.005629272,0.3172909,0.0002234445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002066209,0.9962842,0.000182421,0.0005164098,0.0001258012,0.00003317874,0.0001753875,0.000005464777,0.000611025],"genre_scores_gemma":[0.01408821,0.9842902,0.0006440324,0.0002915518,0.0001459027,0.0000512575,0.0003461801,0.000003681737,0.0001390534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006660272,"threshold_uncertainty_score":0.01247191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996903805877261,"score_gpt":0.3936404549046698,"score_spread":0.3536714168458972,"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."}}