{"id":"W4387401708","doi":"10.1186/s12877-023-04277-3","title":"Operative treatment of periprosthetic fractures of the proximal femur with a contralateral, upside-down LISS plate in elderly patients","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Radiological weapon; Surgery; Osteosynthesis; Perioperative; Implant; Femur; Geriatric trauma; Femur fracture; Femoral fracture; Complication; Orthopedic surgery; Arthroplasty; Injury Severity Score; Poison control","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":[0.00007284997,0.0001597314,0.0003631299,0.0001094441,0.00004958786,0.00001062934,0.00005628976,0.00006553592,0.00004431768],"category_scores_gemma":[0.00004529028,0.00007998753,0.00008430278,0.0003787511,0.00008686613,0.00004885966,0.00002464234,0.00007569491,0.000004273463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000350103,"about_ca_system_score_gemma":0.0001822347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00011375,"about_ca_topic_score_gemma":0.0001232116,"domain_scores_codex":[0.9989478,0.00005127348,0.0003229909,0.0001870394,0.0002609214,0.0002299966],"domain_scores_gemma":[0.9994207,0.00006026403,0.000155617,0.0002184357,0.0000899658,0.00005504299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008956214,0.0005250357,0.988113,0.00009855817,0.00004335319,0.00002989691,0.003456655,0.0001466221,0.0004790249,0.00002548086,0.0001083458,0.006078355],"study_design_scores_gemma":[0.006186866,0.00308266,0.9862017,0.0001132609,0.00007205289,0.00001922918,0.0002956559,0.0002024292,0.002988949,0.00001068084,0.0007231258,0.0001033889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984265,0.00009618418,0.000007011161,0.0001208822,0.0001408069,0.001004188,0.00007882545,0.00001876095,0.0001068486],"genre_scores_gemma":[0.9991176,0.00008026678,0.000276909,0.0000294259,0.00004186026,0.00003497996,0.0000285262,0.00001776805,0.0003726833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005974966,"threshold_uncertainty_score":0.3261797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356088405498353,"score_gpt":0.2747379999656602,"score_spread":0.2611771159106767,"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."}}