{"id":"W2546692571","doi":"10.21823/2311-2905-2015-0-4-70-78","title":"Immediate results of treatment periprosthetic femoral fractures after hip replacement","year":2015,"lang":"en","type":"article","venue":"Traumatology and Orthopedics of Russia","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Surgery; Osteosynthesis; Internal fixation; Implant; Greater trochanter; Trochanter; Fixation (population genetics); Femur; Arthroplasty; Osteoporosis; Femoral neck; 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":[0.0002516237,0.0001901423,0.0005674923,0.0001028059,0.00003420388,0.000003865801,0.00003709895,0.0001570258,0.00006581168],"category_scores_gemma":[0.00006363625,0.0001135646,0.00008998122,0.00006724599,0.0003851388,0.00004674072,0.00003124716,0.0001204655,0.000007160122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002125925,"about_ca_system_score_gemma":0.0001913717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007209752,"about_ca_topic_score_gemma":0.00003309955,"domain_scores_codex":[0.9987217,0.00005566761,0.0005275551,0.000262329,0.0001894037,0.000243412],"domain_scores_gemma":[0.9991426,0.00005307653,0.0002127727,0.0002851143,0.00006602988,0.0002403843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01678118,0.0006873145,0.9180236,0.0002479088,0.0002579283,0.0003746241,0.005060137,0.000004973972,0.00007420807,0.0006717477,0.001449364,0.05636699],"study_design_scores_gemma":[0.03970408,0.01582187,0.8258023,0.0004257524,0.0008182497,0.002524567,0.001761834,0.0002281999,0.003750099,0.0003969868,0.1082222,0.0005439208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950033,0.001620373,0.00002699889,0.001102595,0.0002691258,0.0003013754,0.00007676447,0.00002228287,0.001577145],"genre_scores_gemma":[0.9980334,0.0006062873,0.0005714193,0.0001749685,0.00005970311,0.00001677757,0.00004823593,0.00001475219,0.0004744494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1067728,"threshold_uncertainty_score":0.4631031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632340023699018,"score_gpt":0.2945604075498905,"score_spread":0.2682370073129003,"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."}}