{"id":"W4408194809","doi":"10.3928/01477447-20250217-01","title":"Tapered, Fluted, Titanium Stems in Revision Total Hip Arthroplasty","year":2025,"lang":"en","type":"article","venue":"Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Total hip arthroplasty; Surgery; Arthroplasty; Titanium; Orthopedic surgery; Total hip replacement; Prosthesis; Lower limb; 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":[0.0003687814,0.0002487111,0.0004494759,0.0002744728,0.0001145486,0.0000345831,0.00006210176,0.0002052912,0.0005494972],"category_scores_gemma":[0.0001869907,0.0002055427,0.0001315928,0.0005607103,0.0001123699,0.0001344566,0.0001081908,0.0004611306,0.0002306783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008028462,"about_ca_system_score_gemma":0.0002575859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000377321,"about_ca_topic_score_gemma":0.00006489464,"domain_scores_codex":[0.9981399,0.000061703,0.0005224573,0.0004355031,0.0003812528,0.0004592052],"domain_scores_gemma":[0.9991558,0.00008482913,0.00008138535,0.0004190092,0.00007858451,0.0001803569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004248297,0.0004669843,0.4619572,0.0003472375,0.00008521713,0.0008792187,0.0001770445,0.00003300321,0.0006201185,0.001655726,0.02602745,0.507326],"study_design_scores_gemma":[0.004779471,0.0003751022,0.1764647,0.001046375,0.0001045991,0.0004920256,0.0003930843,0.001075809,0.0001111837,0.00002800032,0.8147792,0.0003504232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502459,0.001859612,0.001250612,0.001843609,0.002357553,0.0008259131,0.00006521852,0.0001827695,0.04136884],"genre_scores_gemma":[0.9750196,0.001094322,0.0009486324,0.001285483,0.0004606231,0.00001558937,0.00009900169,0.00003622002,0.0210405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7887518,"threshold_uncertainty_score":0.8381789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220913405836027,"score_gpt":0.2700819325554525,"score_spread":0.2578727984970923,"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."}}