{"id":"W4406352266","doi":"10.1002/9781683670438.cmph0163","title":"Surveillance Cultures for Hospital‐Associated Infections","year":2023,"lang":"en","type":"other","venue":"ClinMicroNow","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pseudomonas aeruginosa; Antibiotics; Life expectancy; Infection control; Antibiotic resistance; Health care; Public health; Medicine; Intensive care medicine; Disease; Microbiology; Biology; Environmental health; Bacteria; Political science; Nursing; Internal medicine; Genetics; Population","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":[0.001110647,0.0007250859,0.0004393726,0.003191917,0.00080519,0.0008831455,0.0007732909,0.0005556367,0.02629085],"category_scores_gemma":[0.002951037,0.0001914822,0.0004184736,0.001276292,0.0002201552,0.0004628358,0.0008801558,0.0005725517,0.005685602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007594838,"about_ca_system_score_gemma":0.001605295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007209163,"about_ca_topic_score_gemma":0.006792347,"domain_scores_codex":[0.9983016,0.000272969,0.0003466195,0.000226052,0.0006207367,0.0002319138],"domain_scores_gemma":[0.9974273,0.0001904158,0.0005390476,0.0001094794,0.001388671,0.0003450139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006634557,0.0007655527,0.6042311,0.001995363,0.0001233538,0.005063854,0.001359202,0.0004227592,0.01634881,0.002094571,0.173989,0.192943],"study_design_scores_gemma":[0.000187995,0.001686103,0.5796641,0.003788071,0.0002045781,0.009227718,0.004872323,0.002474096,0.03066002,0.001222028,0.3658936,0.0001193302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3339687,0.01442776,0.01604662,0.009960136,0.002624346,0.009675872,0.1096899,0.002298055,0.5013086],"genre_scores_gemma":[0.7941732,0.01552578,0.03096556,0.009656098,0.001221371,0.004584676,0.04878221,0.0003527227,0.09473836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02629085,"threshold_uncertainty_score":0.08795172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007140862324367139,"score_gpt":0.2780595840763925,"score_spread":0.2709187217520254,"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."}}