{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001324516,0.0001106717,0.000572836,0.0003225603,0.00009831245,0.00006680528,0.000001312872,0.00008779575,0.00003124866],"category_scores_gemma":[0.0001558263,0.00008366523,0.0003654896,0.0001305717,0.00002165052,0.0002582208,0.00001578433,0.0002502995,0.000004633888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165818,"about_ca_system_score_gemma":0.0001351068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004717318,"about_ca_topic_score_gemma":0.000003237505,"domain_scores_codex":[0.9987998,0.00005292201,0.0006127874,0.000120943,0.0002730024,0.0001405254],"domain_scores_gemma":[0.9993729,0.0001269896,0.0002490577,0.00005877525,0.00007016667,0.0001221401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001369556,0.00007400843,0.9707183,0.0002047416,0.0006934424,0.0003834568,0.00009356147,4.773121e-7,0.0005143743,0.000003924946,0.0006637177,0.02663632],"study_design_scores_gemma":[0.000397186,0.0001916592,0.9949145,0.0005718694,0.0008360901,0.001179125,0.00001874031,0.00001688837,0.000131146,0.00008054305,0.001585066,0.00007717405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960406,0.001907394,0.0001132452,0.0005890163,0.0009106139,0.00009189172,0.000004533191,0.00002444195,0.0003181999],"genre_scores_gemma":[0.9978071,0.00119375,0.00005869322,0.00004863499,0.0004871365,0.000002358407,0.000008330809,0.00001284271,0.0003811249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02655915,"threshold_uncertainty_score":0.3411769,"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."}}