{"id":"W4409962594","doi":"10.1302/0301-620x.107b5.bjj-2024-1116.r1","title":"The effect of cemented femoral component design and prophylactic wire placement against early periprosthetic femoral fracture in primary total hip arthroplasty","year":2025,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arthrex","keywords":"Periprosthetic; Medicine; Total hip arthroplasty; Femoral fracture; Surgery; Hip arthroplasty; Arthroplasty; Femur; Dentistry","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":[0.002096126,0.0002922804,0.0005683123,0.0001432815,0.0006764887,0.0001024766,0.00008432523,0.00007818641,0.0000356963],"category_scores_gemma":[0.0001127398,0.0001411767,0.0001500103,0.0001672291,0.0003817586,0.00009446413,0.0001113067,0.001173092,0.000006028195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540023,"about_ca_system_score_gemma":0.0002198348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001505374,"about_ca_topic_score_gemma":0.00000326293,"domain_scores_codex":[0.9973891,0.0007514348,0.0006688962,0.0002210194,0.0005172743,0.0004523244],"domain_scores_gemma":[0.9988829,0.0003211783,0.0003236342,0.0002664548,0.00006689227,0.0001389067],"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":[0.0581876,0.001965126,0.3210835,0.001868213,0.00154928,0.00301097,0.007958679,0.004753799,0.07766525,0.0001413438,0.007477473,0.5143387],"study_design_scores_gemma":[0.02057035,0.008062516,0.951468,0.001777332,0.0004663362,0.004758699,0.001087526,0.003192444,0.005731784,0.00007966236,0.002382257,0.0004231136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922227,0.00153008,0.0007412647,0.003548593,0.0004114989,0.001309506,0.000004313149,0.00001826061,0.0002138271],"genre_scores_gemma":[0.998518,0.0002124273,0.0002810264,0.0003680346,0.0001134155,0.00002323837,0.000005627262,0.00002127126,0.0004568833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6303844,"threshold_uncertainty_score":0.5757017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009772727262697133,"score_gpt":0.2347866653774221,"score_spread":0.2250139381147249,"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."}}