{"id":"W2082235284","doi":"10.1086/502564","title":"Hospital-Related Determinants For Surgical-Site Infection Following Hip Arthroplasty","year":2005,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Surgical site infection prevention","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Surgical site infection; Medicine; Hip arthroplasty; Arthroplasty; Total hip arthroplasty; Surgery; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008024158,0.0002171136,0.0002211906,0.0005373437,0.0001649923,0.0003802434,0.000296615,0.0003546833,0.001629482],"category_scores_gemma":[0.006447687,0.0001951643,0.0003463802,0.0005594432,0.0002105915,0.0003482236,0.0003595827,0.0004357357,0.0001313033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894576,"about_ca_system_score_gemma":0.0003500631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980108,"about_ca_topic_score_gemma":0.002493245,"domain_scores_codex":[0.9993955,0.0001906476,0.00007588843,0.00007963377,0.0001623666,0.00009592109],"domain_scores_gemma":[0.9940853,0.001165465,0.003657073,0.0001781463,0.0003391584,0.0005748933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004310388,0.00001394194,0.9992961,0.00000646899,0.00002327685,0.00002351902,0.000009744233,0.00002951739,0.00004475977,0.000004030209,0.00003016465,0.0004753425],"study_design_scores_gemma":[0.0000040873,0.00007513556,0.9995054,0.000004669428,0.00001179929,0.0001846764,0.00002976708,0.000113621,0.00002988754,0.000009281246,0.00003001526,0.000001627992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993252,0.0002608038,0.00008906966,0.00004345332,0.000003551968,0.000006759317,0.000154586,0.000002622013,0.0001140464],"genre_scores_gemma":[0.9996363,0.00008593332,0.00007297727,0.000008443327,0.000008817253,0.000004775746,0.0001492717,6.502678e-7,0.00003281695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001980108,"threshold_uncertainty_score":0.005451143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503513640719798,"score_gpt":0.3094574317615961,"score_spread":0.2944222953543981,"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."}}