{"id":"W4319963719","doi":"10.1302/1358-992x.2023.2.097","title":"USE OF CEMENTED FEMORAL COMPONENT FOR REVISION IN PERIPROSTHETIC FEMORAL FRACTURES (PFF) IN THE ELDERLY","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Clinical endpoint; Surgery; Radiological weapon; Prosthesis; Harris Hip Score; Arthroplasty; Randomized controlled trial","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":[0.000250541,0.0001371497,0.0001879076,0.0004345095,0.0001913007,0.000231695,0.0001224267,0.0002059094,0.0007877072],"category_scores_gemma":[0.001472661,0.00008453651,0.0002396466,0.0002995978,0.0001647929,0.0001297324,0.0001440014,0.000146904,0.0001232558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001466413,"about_ca_system_score_gemma":0.0002344204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000964566,"about_ca_topic_score_gemma":0.002460961,"domain_scores_codex":[0.9997613,0.00005343635,0.00003350039,0.00002790514,0.00009125014,0.00003254167],"domain_scores_gemma":[0.9992378,0.0001406914,0.0004251345,0.00003161536,0.00008462516,0.00008025333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003234923,0.00007029163,0.9688209,0.0000951199,0.00004801044,0.00256276,0.0001399924,0.00005380397,0.001967173,0.00001752912,0.0001630656,0.02573785],"study_design_scores_gemma":[0.00001747809,0.001396316,0.9777185,0.00005108317,0.00007377136,0.01876963,0.0003716857,0.0001165486,0.0006916802,0.0000354096,0.0007514346,0.00000646856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981893,0.00144157,0.0001155795,0.00001878911,0.000006133016,0.000006757799,0.00004627609,0.000002949514,0.0001726124],"genre_scores_gemma":[0.999181,0.0005735364,0.00008867079,0.00001935575,0.00001127057,0.000003143916,0.00004513352,5.852727e-7,0.0000772823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000964566,"threshold_uncertainty_score":0.002635121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05256451872672134,"score_gpt":0.3218759485865984,"score_spread":0.269311429859877,"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."}}