{"id":"W2346252537","doi":"10.1017/ice.2016.83","title":"Risk Factors for Central Venous Catheter–Associated Bloodstream Infection in Pediatric Patients: A Cohort Study","year":2016,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Central line; Incidence (geometry); Hygiene; Prospective cohort study; Infection control; Central venous catheter; Tertiary referral hospital; Emergency medicine; Cohort study; Cohort; Population; Pediatrics; Catheter; Intensive care medicine; Retrospective cohort study; Internal medicine; Surgery; Environmental health","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":[0.001739888,0.0002741627,0.0009483572,0.0002421733,0.0005756755,0.000005890541,0.00005807066,0.0003931483,0.000039132],"category_scores_gemma":[0.005626434,0.0001850229,0.0002424052,0.0001804107,0.00006145813,0.0001540428,0.00003703372,0.0003695112,0.0000171144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004308271,"about_ca_system_score_gemma":0.00007825613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622352,"about_ca_topic_score_gemma":0.00730302,"domain_scores_codex":[0.9957989,0.001630844,0.0009915828,0.0005502462,0.00009282848,0.0009355495],"domain_scores_gemma":[0.9945605,0.004098156,0.0007613007,0.0001924357,0.0001940776,0.0001934825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001161311,0.003279654,0.9922929,0.00002016983,0.000183711,5.211959e-7,0.001184282,0.00002287551,0.000001507423,0.0000466451,0.0001894445,0.0026622],"study_design_scores_gemma":[0.006955136,0.004621825,0.9865277,0.00001894083,0.0004076053,1.473077e-7,0.00005223585,0.0001490159,3.935833e-7,0.0006990248,0.000334803,0.0002331837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928906,0.00006877151,0.001513604,0.0003288947,0.001542442,0.003303689,0.0001953524,0.0001109946,0.00004567681],"genre_scores_gemma":[0.9974939,0.001127281,0.000007515486,0.0001739136,0.0003747886,0.0006984165,0.00004896767,0.00002774708,0.00004749094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008920497,"threshold_uncertainty_score":0.9903275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982570921075194,"score_gpt":0.3227277083930027,"score_spread":0.3029019991822508,"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."}}