{"id":"W4416208363","doi":"10.1302/1358-992x.2025.13.006","title":"ACETABULAR AUGMENTS USED IN REVISION HIP ARTHROPLASTY: MINIMUM TEN-YEAR FOLLOW-UP OF IMPLANT SURVIVORSHIP, FUNCTIONAL SCORES, AND RADIOLOGICAL OUTCOMES","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Osteolysis; Radiological weapon; Radiography; Context (archaeology); Implant; Harris Hip Score; Acetabulum; Augment","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"],"consensus_categories":[],"category_scores_codex":[0.000933473,0.0003960139,0.0009811509,0.0005199803,0.000137796,0.00003732889,0.0001059438,0.0002919308,0.0001956949],"category_scores_gemma":[0.0006873027,0.0002922404,0.000219257,0.0005554228,0.0003229662,0.000211212,0.0001895029,0.0004748247,0.00001343832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006692907,"about_ca_system_score_gemma":0.0001956106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005169664,"about_ca_topic_score_gemma":0.00003887628,"domain_scores_codex":[0.997223,0.00003871547,0.0008386531,0.0006861018,0.0006332859,0.0005802194],"domain_scores_gemma":[0.998939,0.0002010096,0.0002412767,0.0001944708,0.000173986,0.0002501959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001118145,0.0002016557,0.9797251,0.0004173243,0.0001291786,0.00007215604,0.0001964949,3.315927e-7,0.001330938,0.001383251,0.003964748,0.01146068],"study_design_scores_gemma":[0.01285666,0.0006751594,0.9738081,0.001197472,0.0001970895,0.0003586829,0.000734663,0.0001046215,0.0002863079,0.0002019373,0.009248341,0.0003309785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953859,0.0008638669,0.000089159,0.001031782,0.0009244587,0.0007380767,0.00003802072,0.00008798409,0.0008407055],"genre_scores_gemma":[0.9964974,0.0006199289,0.0003450126,0.0004819672,0.0001280144,0.00002972475,0.00006143629,0.00002849269,0.001808009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173851,"threshold_uncertainty_score":0.999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128223868233934,"score_gpt":0.2623544906807352,"score_spread":0.2410722519983959,"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."}}