{"id":"W3009743316","doi":"10.5371/hp.2020.32.1.26","title":"Staged Revision of Infected-hip Arthroplasty Using an Antibiotics-loaded Intra-articular Cement Spacer: Impact on Cemented and Cementless Stem Retention","year":2020,"lang":"en","type":"article","venue":"Hip & Pelvis","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arthroplasty; Surgery; Total hip arthroplasty; Perioperative; Hip arthroplasty; Bone cement; Harris Hip Score; Stage (stratigraphy); Prosthesis; Cement; Dentistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002036111,0.000265625,0.0004273829,0.0001532393,0.0001461819,0.00003917068,0.00002300701,0.00009849744,0.0003412985],"category_scores_gemma":[0.00004097834,0.0002075574,0.0001320079,0.0003399179,0.00007071723,0.0001512507,0.00004827649,0.0001808587,0.00001874222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146374,"about_ca_system_score_gemma":0.0000638934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001271236,"about_ca_topic_score_gemma":0.000004664834,"domain_scores_codex":[0.998342,0.0001478723,0.0004267338,0.0004018423,0.0003919192,0.0002896188],"domain_scores_gemma":[0.9989833,0.00002737889,0.000222139,0.0003116847,0.0001517262,0.0003037612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002094133,0.003365975,0.6666846,0.001123002,0.001440008,0.0002596003,0.002488015,0.0007295658,0.2777754,0.0002108745,0.0004110262,0.04341779],"study_design_scores_gemma":[0.03347681,0.03478779,0.4073609,0.003074416,0.004463485,0.0001861561,0.003493837,0.04011835,0.4681456,0.00002599496,0.003342588,0.001524123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963951,0.0001359218,0.002087055,0.0002127247,0.0001235442,0.000826623,0.00003624985,0.00006792265,0.0001148188],"genre_scores_gemma":[0.9990186,0.000164219,0.0003945128,0.0001475118,0.00009206605,0.000001116349,0.000115223,0.00003251128,0.00003421866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2593237,"threshold_uncertainty_score":0.8463945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915819081438522,"score_gpt":0.3054418711765252,"score_spread":0.25628368036214,"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."}}