{"id":"W2147572162","doi":"10.1016/j.arth.2004.02.001","title":"Isolated liner exchange in revision total hip arthroplasty","year":2004,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Robarts Research Institute","keywords":"Medicine; Osteolysis; Surgery; Radiography; Cancellous bone; Osteoarthritis; Bone grafting; Total hip arthroplasty; Harris Hip Score; Arthroplasty","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113337,0.0003015746,0.000617413,0.0002920356,0.0001472799,0.00002899715,0.0001120573,0.0001515582,0.0006641137],"category_scores_gemma":[0.0002167368,0.0001734164,0.0002303885,0.0004474095,0.0002465255,0.0003111837,0.00009097361,0.000906969,0.0001665697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122934,"about_ca_system_score_gemma":0.000316616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003291507,"about_ca_topic_score_gemma":0.00007632135,"domain_scores_codex":[0.9975058,0.0001543359,0.0009777679,0.0001951566,0.0006626964,0.0005042181],"domain_scores_gemma":[0.9984899,0.000150969,0.0004997206,0.0003495949,0.0002340183,0.0002758181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01642803,0.004583394,0.0725366,0.0006297055,0.00089664,0.007643529,0.01312877,0.006289653,0.01195019,0.0005705895,0.01718864,0.8481542],"study_design_scores_gemma":[0.06764482,0.02059507,0.4224192,0.007586606,0.001106409,0.117949,0.004811676,0.00149331,0.002619096,0.0007087107,0.3511535,0.001912557],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909832,0.0021786,0.001766845,0.003073513,0.001165702,0.0003477293,0.00001084262,0.00003054629,0.0004429475],"genre_scores_gemma":[0.994617,0.002900364,0.0005985772,0.0005199398,0.000827465,0.000001299485,0.000004895137,0.00004066517,0.0004897385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8462417,"threshold_uncertainty_score":0.727158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531425848055607,"score_gpt":0.2606025610898042,"score_spread":0.2452883026092482,"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."}}