{"id":"W4396781339","doi":"10.2106/jbjs.23.01160","title":"Association Between Periprosthetic Joint Infection and Mortality Following Primary Total Hip Arthroplasty","year":2024,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Western University; Sunnybrook Health Science Centre","funders":"","keywords":"Periprosthetic; Medicine; Joint arthroplasty; Total hip arthroplasty; Arthroplasty; Hip arthroplasty; Joint (building); Surgery; Joint infections; Engineering","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":[0.0006259039,0.0001876986,0.0002227903,0.0003998644,0.0003761018,0.0004548153,0.000338178,0.0003223802,0.001277991],"category_scores_gemma":[0.003991156,0.0001657079,0.0003276918,0.0005798349,0.000339084,0.0002008754,0.000319091,0.0004721413,0.0001026538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000902967,"about_ca_system_score_gemma":0.001074151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0329126,"about_ca_topic_score_gemma":0.05148571,"domain_scores_codex":[0.9994588,0.00009119879,0.00005859209,0.00008296208,0.000186961,0.0001213951],"domain_scores_gemma":[0.9970058,0.0004154709,0.001603278,0.0001470932,0.0004350586,0.0003933245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005405757,0.000006387486,0.9994009,0.000005024484,0.00001923053,0.00002603753,0.00001339786,0.00001536383,0.00002961424,0.000003162825,0.00004264788,0.0003842415],"study_design_scores_gemma":[0.000003409228,0.00003482703,0.9996176,0.000004320137,0.00001415107,0.0001446802,0.00003345911,0.00007709798,0.00001260529,0.000006933487,0.0000493782,0.000001520603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991009,0.0003377431,0.00004723285,0.00006153555,0.000005451589,0.000004091616,0.0001838998,0.000002513848,0.0002565566],"genre_scores_gemma":[0.9997035,0.00008336709,0.00001954029,0.00001043258,0.000007798973,0.000002404904,0.000131377,4.875665e-7,0.00004125392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0329126,"threshold_uncertainty_score":0.06544209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513088904384882,"score_gpt":0.2644940845802585,"score_spread":0.2393631955364097,"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."}}