{"id":"W2123979765","doi":"10.1016/j.clinbiomech.2005.05.013","title":"Structural characteristics of impaction allografting for revision total hip arthroplasty","year":2005,"lang":"en","type":"article","venue":"Clinical Biomechanics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Impaction; Total hip arthroplasty; Medicine; Arthroplasty; Hip arthroplasty; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004097313,0.0003180168,0.0003443396,0.0008809331,0.0003126948,0.0004834496,0.0002590394,0.0003344307,0.002251144],"category_scores_gemma":[0.002918245,0.000163449,0.000311249,0.000606182,0.0003851628,0.0002867122,0.0002210026,0.0002473199,0.0003266802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003390732,"about_ca_system_score_gemma":0.0003344692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219894,"about_ca_topic_score_gemma":0.002404372,"domain_scores_codex":[0.9997479,0.00003666289,0.0000352005,0.00002301181,0.00009793661,0.00005929854],"domain_scores_gemma":[0.9982565,0.0006178974,0.0004630385,0.00009585746,0.000340426,0.0002262467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004544118,0.0003759016,0.8970534,0.00006880885,0.00008901588,0.003577275,0.0003201632,0.0006433827,0.06300934,0.0001084567,0.0001252595,0.03008484],"study_design_scores_gemma":[0.00002300247,0.001768059,0.9853682,0.000009430551,0.00005755065,0.006380069,0.0003720167,0.0008057901,0.004885826,0.00006379007,0.0002523988,0.00001374103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999674,0.00007209958,0.00007099689,0.000006145748,0.000003328295,0.000002860326,0.00001876516,0.000001483912,0.0001503674],"genre_scores_gemma":[0.9998098,0.000032446,0.00003802986,0.000005537448,0.000003714679,0.000001940156,0.00003441713,0.000001237932,0.00007292613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002251144,"threshold_uncertainty_score":0.007530868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04676917050914776,"score_gpt":0.3585700667458044,"score_spread":0.3118008962366566,"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."}}