{"id":"W4415430227","doi":"10.1302/1358-992x.2025.10.035","title":"DOES THE USE OF TAPER-SLIP CEMENTED STEM REDUCE PERIPROSTHETIC FRACTURE RISK WITH THE ANTERIOR APPROACH? A CASE-CONTROL STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Cementation (geology); Periprosthetic; Prosthesis; Arthroplasty; Fracture (geology); Joint arthroplasty; Hip arthroplasty","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008633041,0.0004345633,0.0006512115,0.0001656767,0.0006726931,0.0001493662,0.0002409507,0.0001220374,0.00007121873],"category_scores_gemma":[0.0001699233,0.0001547009,0.0002148436,0.0006561367,0.0005402251,0.000235528,0.0001139806,0.0007739563,0.000003074734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004462201,"about_ca_system_score_gemma":0.0001846172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000134673,"about_ca_topic_score_gemma":0.00003685641,"domain_scores_codex":[0.9975366,0.00009028115,0.00058558,0.0006197191,0.0006579729,0.0005098442],"domain_scores_gemma":[0.9983371,0.0001963633,0.0004737269,0.0004860687,0.0003701921,0.0001365628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003682676,0.001611553,0.8906835,0.0005459967,0.001522935,0.0005811662,0.01156533,0.00002175926,0.0006903203,0.00009850681,0.00572052,0.08327572],"study_design_scores_gemma":[0.03476402,0.008087727,0.5926155,0.00243415,0.009793301,0.01696828,0.135791,0.006768483,0.0006580749,0.00001867972,0.1906987,0.001402164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909273,0.0003521348,0.0005915255,0.003663353,0.000216598,0.003566489,0.00008473814,0.0001146483,0.0004832431],"genre_scores_gemma":[0.9947973,0.00007783184,0.0001935907,0.001780197,0.000204167,0.0002770021,0.000003463889,0.00004670283,0.002619765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.298068,"threshold_uncertainty_score":0.6308518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464399903507151,"score_gpt":0.240298734312267,"score_spread":0.2256547352771955,"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."}}