{"id":"W4200032637","doi":"10.5194/jbji-6-443-2021","title":"Assessment of risk factors for early-onset deep surgical site infection following primary total hip arthroplasty for osteoarthritis","year":2021,"lang":"en","type":"article","venue":"Journal of Bone and Joint Infection","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"Alberta Health Services","keywords":"Medicine; Perioperative; Incidence (geometry); Odds ratio; Arthroplasty; Osteoarthritis; Internal medicine; Retrospective cohort study; Cumulative incidence; Surgery; Cohort","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008905352,0.0002909892,0.0003795036,0.0006521219,0.0002070473,0.0006687954,0.0002628373,0.0003604108,0.0009573733],"category_scores_gemma":[0.003420607,0.0002892938,0.0006076096,0.0007505775,0.0001895117,0.0004935734,0.0004141909,0.0005589419,0.0001649641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161773,"about_ca_system_score_gemma":0.0004105248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130083,"about_ca_topic_score_gemma":0.003358986,"domain_scores_codex":[0.9993748,0.0001749076,0.0001204733,0.00008634428,0.000156924,0.00008665668],"domain_scores_gemma":[0.996597,0.0005030025,0.002108081,0.0001347102,0.0003634839,0.0002937166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004071158,0.00001353718,0.9990748,0.000009875889,0.00002528671,0.00002913496,0.0000109593,0.0000127245,0.00006276232,0.000002465972,0.00002040017,0.0006973478],"study_design_scores_gemma":[0.000002541471,0.0001062606,0.9992729,0.000007375117,0.00002044717,0.0002616877,0.00007453108,0.0001571261,0.00003926224,0.000008713646,0.00004649678,0.000002594062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985743,0.0007560444,0.0001902858,0.00003794036,0.000009303371,0.000008257223,0.000185201,0.000003330942,0.0002355051],"genre_scores_gemma":[0.9995124,0.000153652,0.0001176866,0.00001151532,0.00001181218,0.000003833082,0.0001264734,6.626937e-7,0.00006193837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002130083,"threshold_uncertainty_score":0.004709661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307843517925634,"score_gpt":0.2769916212388323,"score_spread":0.263913186059576,"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."}}