{"id":"W1599655640","doi":"10.1002/9781444345100.ch15","title":"Highly Crosslinked Polyethylene in Total Hip Arthroplasty","year":2011,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Polyethylene; Osteolysis; In vivo; Tribology; Total hip arthroplasty; Bearing (navigation); Materials science; Biomedical engineering; Total hip replacement; Cross-linked polyethylene; Orthodontics; Composite material; Computer science; Medicine; Surgery","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":["insufficient_payload"],"category_scores_codex":[0.0006879776,0.0009472067,0.001380953,0.001018978,0.0001147944,0.00004613616,0.0002247478,0.001113307,0.01592746],"category_scores_gemma":[0.0005922317,0.0008030968,0.000441722,0.0006245809,0.0005951394,0.0001963299,0.0001426401,0.001366606,0.001711772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542397,"about_ca_system_score_gemma":0.00152019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111587,"about_ca_topic_score_gemma":0.0009019564,"domain_scores_codex":[0.995381,0.0002031177,0.001000978,0.001193049,0.001117456,0.001104428],"domain_scores_gemma":[0.9971889,0.0002865366,0.0005804432,0.001192102,0.0001045876,0.0006474737],"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":[0.001790815,0.001355763,0.2894205,0.002081044,0.0003449277,0.005130957,0.0002878915,0.00002223379,0.000173953,0.0002349739,0.5792717,0.1198853],"study_design_scores_gemma":[0.005885743,0.001401471,0.04701461,0.01349162,0.0003927872,0.0003909901,0.00005399454,0.0001489101,0.0001703488,0.00001187325,0.9296646,0.001373077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1751516,0.09378657,0.00395614,0.00685701,0.02279894,0.01205988,0.001633037,0.0049396,0.6788173],"genre_scores_gemma":[0.1376002,0.007525301,0.00345955,0.003361037,0.004903333,0.000184265,0.0004031993,0.001658909,0.8409042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3503929,"threshold_uncertainty_score":0.999442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208470333074114,"score_gpt":0.283846117514373,"score_spread":0.2417614141836319,"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."}}