{"id":"W2804330769","doi":"10.1177/1120700018754336","title":"Surface integrity of polyethylene liners following trunnionosis of a dual modular neck total hip implant","year":2018,"lang":"en","type":"article","venue":"Hip International","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Implant; Medicine; Polyethylene; Total hip arthroplasty; Scanning electron microscope; Biomedical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.00022547,0.0001358342,0.000296913,0.0001133406,0.00003729519,0.000007901704,0.0000923914,0.00009027108,0.0005887763],"category_scores_gemma":[0.0001823696,0.0001127165,0.0002051508,0.0001005403,0.0001353345,0.00009669398,0.00007394359,0.0001789753,0.00002249963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004394251,"about_ca_system_score_gemma":0.0001108086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002947088,"about_ca_topic_score_gemma":0.00001288163,"domain_scores_codex":[0.9986781,0.00002564891,0.0004178379,0.0002097427,0.0004830236,0.0001856015],"domain_scores_gemma":[0.9992796,0.00008102831,0.0001637203,0.0001700413,0.000208972,0.00009661254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002211885,0.001389049,0.4571029,0.0001915371,0.001760724,0.000300648,0.002723247,0.00008175821,0.4923756,0.003728857,0.008525318,0.02960844],"study_design_scores_gemma":[0.01330191,0.003262767,0.6421999,0.001513089,0.0004276681,0.002208479,0.001499631,0.01379724,0.2989387,0.0002763566,0.02180747,0.0007668194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994969,0.0000603356,0.0004238354,0.0006836706,0.002081198,0.0001164445,0.0001548468,0.00002544127,0.001485294],"genre_scores_gemma":[0.9961067,0.00001733976,0.002604482,0.0001142528,0.0004969579,0.00000215948,0.00007810972,0.00001533825,0.00056464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1934369,"threshold_uncertainty_score":0.6446688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274307095207885,"score_gpt":0.2953739399650639,"score_spread":0.2726308690129851,"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."}}