{"id":"W4415430335","doi":"10.31986/issn.2689-0690_rdw.stratford_research_day.88_2025","title":"Periprosthetic Femur Fractures After Total Hip Arthroplasty: Risk Factors and Management Strategies","year":2025,"lang":"","type":"article","venue":"","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Orthopedic surgery; Total hip arthroplasty; Multidisciplinary approach; Femur; Arthroplasty; Evidence-based medicine; Prosthesis; Complication","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":[0.001753608,0.0005261555,0.0009880541,0.003467237,0.0004702202,0.001044925,0.0005734417,0.0008682557,0.001247325],"category_scores_gemma":[0.009537393,0.000220554,0.001096625,0.002856447,0.0003242979,0.001269773,0.0003927501,0.0006487184,0.0001736789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009185567,"about_ca_system_score_gemma":0.003095713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003876315,"about_ca_topic_score_gemma":0.006956588,"domain_scores_codex":[0.9987438,0.0003095869,0.0004501244,0.0001229356,0.0003201327,0.00005339785],"domain_scores_gemma":[0.9959086,0.002102469,0.001354897,0.00003265553,0.0005311018,0.00007025278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004294581,0.0001895341,0.1183565,0.1116899,0.001646934,0.002811293,0.00117731,0.0007338321,0.0006029774,0.002200815,0.009878784,0.7502827],"study_design_scores_gemma":[0.0003329499,0.001351252,0.4076317,0.3790907,0.01150717,0.05145736,0.01037228,0.00162354,0.001066607,0.01593661,0.1193442,0.0002856496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009211317,0.9869925,0.0003412228,0.002209143,0.0001095138,0.00005252315,0.0001680753,0.000006647959,0.0009091442],"genre_scores_gemma":[0.1171542,0.8786002,0.002131564,0.0008850069,0.0004704178,0.0001344641,0.0004200338,0.000003683896,0.0002003459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003876315,"threshold_uncertainty_score":0.009274125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543104221434629,"score_gpt":0.2878218024373764,"score_spread":0.2723907602230302,"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."}}