{"id":"W4416222458","doi":"10.1302/1358-992x.2025.13.072","title":"DESCRIPTION OF SURGICAL TREATMENT METHODS FOR PERIPROSTHETIC JOINT INFECTION FOLLOWING TOTAL HIP ARTHROPLASTY FOR OSTEOARTHRITIS IN ONTARIO, CANADA","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Periprosthetic; Osteoarthritis; Logistic regression; Arthroplasty; Total hip arthroplasty; Demographics; Joint arthroplasty; Complication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006738176,0.0004308086,0.0004187765,0.004684941,0.00279755,0.001268484,0.001548628,0.0004261204,0.006651344],"category_scores_gemma":[0.003974359,0.0004162159,0.0009888799,0.007794887,0.0006545981,0.0003959972,0.0006687677,0.0007294922,0.0005894093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.035521,"about_ca_system_score_gemma":0.07526103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9816658,"about_ca_topic_score_gemma":0.9924682,"domain_scores_codex":[0.9979658,0.0001181014,0.0003486439,0.0001258514,0.0009655384,0.0004760301],"domain_scores_gemma":[0.9927077,0.0004647203,0.00145144,0.00009512385,0.004070522,0.001210518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002182939,0.0001693489,0.8126178,0.002618118,0.000214951,0.001367724,0.002669997,0.001319922,0.001537711,0.001559533,0.07249484,0.1032118],"study_design_scores_gemma":[0.00004218388,0.00007283462,0.931515,0.001547472,0.00007938346,0.001080855,0.002509461,0.0007986675,0.0002291208,0.0001398012,0.06191245,0.00007267407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5859983,0.06459139,0.007036916,0.01251465,0.001134569,0.003868734,0.1713612,0.0006821236,0.1528123],"genre_scores_gemma":[0.8623613,0.05184069,0.01569403,0.003658374,0.0003348521,0.001247631,0.04679783,0.0002587208,0.01780662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.035521,"threshold_uncertainty_score":0.2577241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026385110593639,"score_gpt":0.2906101489438725,"score_spread":0.2703462978379361,"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."}}