{"id":"W1986014695","doi":"10.1007/s11999-010-1484-4","title":"Reduced Femoral Component Subsidence with Improved Impaction Grafting at Revision Hip Arthroplasty","year":2010,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Adelaide Hospital","keywords":"Impaction; Medicine; Prosthesis; Subsidence; Periprosthetic; Surgery; Arthroplasty; Radiography; Bone grafting; Dentistry; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005109218,0.0003025741,0.0006414789,0.0002570197,0.0009105818,0.00009096661,0.0001136847,0.0006227822,0.0004422448],"category_scores_gemma":[0.001683405,0.000191787,0.0002684101,0.0005931193,0.001617457,0.0001626946,0.0003089496,0.004266443,0.0001206442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005440825,"about_ca_system_score_gemma":0.0003837425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005619784,"about_ca_topic_score_gemma":0.00007418896,"domain_scores_codex":[0.9957472,0.0003880877,0.001053545,0.000890978,0.001023488,0.0008966881],"domain_scores_gemma":[0.9964699,0.001001164,0.0002573857,0.0006185551,0.0005438579,0.001109184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004071522,0.0009359031,0.656049,0.0002459345,0.0003858386,0.001841398,0.0002829291,0.00000347576,0.03102466,0.0003701568,0.003188092,0.3016011],"study_design_scores_gemma":[0.01373198,0.007562407,0.8885761,0.001287793,0.0003126455,0.009135643,0.0004496489,0.00902188,0.0007504811,0.0001446697,0.06822771,0.0007990155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926946,0.0005058063,0.00002065193,0.002836052,0.001501719,0.0008572817,0.00001078087,0.0001142526,0.001458819],"genre_scores_gemma":[0.9924315,0.002984794,0.0007027683,0.0001289631,0.0006272228,0.00001099587,0.00006604462,0.0000585001,0.002989267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3008021,"threshold_uncertainty_score":0.9980308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06674523017228357,"score_gpt":0.3995054725192741,"score_spread":0.3327602423469905,"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."}}