{"id":"W4236862957","doi":"10.1002/9781119413936.ch22","title":"Highly Crosslinked Polyethylene in Total Hip Arthroplasty","year":2021,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Osteolysis; Polyethylene; Total hip arthroplasty; Orthopedic surgery; Medicine; Arthroplasty; Dentistry; Ultra-high-molecular-weight polyethylene; Implant; Surgery; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006388443,0.0008979583,0.001473211,0.0008205936,0.0001192864,0.00007405286,0.000180597,0.0010595,0.01638455],"category_scores_gemma":[0.0008873731,0.0007944031,0.0004912826,0.0008369467,0.0004673589,0.000133093,0.0001626412,0.001420089,0.0004075539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912169,"about_ca_system_score_gemma":0.002295204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000643039,"about_ca_topic_score_gemma":0.001014986,"domain_scores_codex":[0.9950938,0.0002531362,0.0009918394,0.001287173,0.001321833,0.001052208],"domain_scores_gemma":[0.9971673,0.000406695,0.0004929452,0.001188402,0.0001343427,0.0006103345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001160618,0.001575854,0.3345811,0.003914896,0.0004754511,0.01430931,0.0001971608,0.0001075292,0.000647825,0.0001582801,0.5164365,0.1264354],"study_design_scores_gemma":[0.005458788,0.0007877471,0.0390414,0.02095216,0.0003065552,0.0005480989,0.00007919427,0.000311833,0.0002020753,0.000004418711,0.931093,0.001214672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2716464,0.2586356,0.003923948,0.02037179,0.02803094,0.01098324,0.00163334,0.003794585,0.4009801],"genre_scores_gemma":[0.1022025,0.0105217,0.003691211,0.004560678,0.006015634,0.0001662951,0.001028963,0.001447696,0.8703653],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4693852,"threshold_uncertainty_score":0.9994507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374941142802285,"score_gpt":0.296328346071444,"score_spread":0.2588342317912156,"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."}}