{"id":"W3157841230","doi":"10.1177/21514593211013790","title":"Interprosthetic Femoral Fractures Surgical Treatment in Geriatric Patients","year":2021,"lang":"en","type":"article","venue":"Geriatric Orthopaedic Surgery & Rehabilitation","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Perioperative; Orthopedic surgery; Geriatric trauma; Osteoporosis; Demographics; Retrospective cohort study; Ambulatory; Implant; Arthroplasty; Harris Hip Score; Internal medicine; Injury Severity Score; Poison control; Emergency 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006985851,0.0004246692,0.0009270743,0.0007453234,0.0001050913,0.00005325587,0.00005515058,0.0002443824,0.0008665606],"category_scores_gemma":[0.001314321,0.0003516859,0.0007491029,0.001419598,0.0001297193,0.0002330111,0.00005822485,0.0002802489,0.0001058414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003834226,"about_ca_system_score_gemma":0.0007681138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085531,"about_ca_topic_score_gemma":0.00006880602,"domain_scores_codex":[0.9962274,0.0004515715,0.001155982,0.0008228226,0.0006708195,0.0006713431],"domain_scores_gemma":[0.9966729,0.00192577,0.0002657273,0.0005261977,0.0002878798,0.0003214747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005087183,0.001249475,0.7348229,0.0001134922,0.00003681058,0.0006372837,0.0003842231,0.00001112482,0.00001729314,0.00001606492,0.001007508,0.2611952],"study_design_scores_gemma":[0.004353508,0.001094402,0.9489694,0.0001406537,0.0001270725,0.0003575088,0.0002938175,0.00006344295,0.0000492373,0.00006921253,0.04411142,0.000370369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936836,0.001444807,0.00002229835,0.001166645,0.001769262,0.0008210872,0.00004257622,0.0001248614,0.00092491],"genre_scores_gemma":[0.9965959,0.0004070171,0.0007356299,0.0001997567,0.0005810626,0.0001342553,0.0005194927,0.00005667542,0.0007702364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608248,"threshold_uncertainty_score":0.9998935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008766959085306988,"score_gpt":0.2618921573633838,"score_spread":0.2531251982780768,"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."}}