{"id":"W4387783661","doi":"10.21037/aoj-23-27","title":"Outcomes of modular stem for the treatment of periprosthetic femoral fracture: a systematic review of the literature","year":2023,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Cochrane Library; Meta-analysis; Surgery; Systematic review; Inclusion and exclusion criteria; Complication; Harris Hip Score; Arthroplasty; MEDLINE; Randomized controlled trial; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006466568,0.0003517119,0.004815616,0.00008810392,0.00003536588,0.000005120799,0.0001853381,0.0001434402,0.00001636112],"category_scores_gemma":[0.0002443871,0.000123421,0.002581679,0.0002753575,0.0001268113,0.00001816402,0.00003929238,0.0001289614,0.000002001605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001505039,"about_ca_system_score_gemma":0.0001757378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008430144,"about_ca_topic_score_gemma":0.000001122612,"domain_scores_codex":[0.9972405,0.0001905774,0.001739696,0.000200135,0.0004457322,0.00018335],"domain_scores_gemma":[0.9962429,0.0003805418,0.001985824,0.00101312,0.000330386,0.00004717328],"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":[0.00001042765,0.0001896854,0.00001557407,0.9586069,0.001324479,0.000004710793,0.00030087,3.708465e-7,5.449556e-7,0.00004913123,0.0005025162,0.03899478],"study_design_scores_gemma":[0.0003070712,0.0007524666,0.0001129463,0.8728343,0.005517574,0.00007445241,0.00006281075,0.000003532818,0.00004672476,0.00001036449,0.1201804,0.00009736186],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001197449,0.9918547,0.000005980467,0.0009431591,0.0001883313,0.006196664,0.0006728524,0.000007367896,0.00001120907],"genre_scores_gemma":[0.0004317304,0.9980657,0.00002675515,0.0002662463,0.00004725867,0.0002590262,0.00004440474,0.00004046012,0.0008184502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1196779,"threshold_uncertainty_score":0.5032964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550563094226415,"score_gpt":0.3899537584661359,"score_spread":0.2348974490434944,"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."}}