{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001111358,0.0002433315,0.0002669775,0.00004639948,0.00006134573,0.00003255308,0.0002038761,0.0006180941,0.00008676337],"category_scores_gemma":[0.0003594534,0.0002397255,0.0001905251,0.00007495122,0.0001026853,9.884911e-7,0.0000662697,0.0000905979,0.0001180999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002968123,"about_ca_system_score_gemma":0.0000649935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004928765,"about_ca_topic_score_gemma":0.002586172,"domain_scores_codex":[0.9989837,0.00003118889,0.0001946301,0.0004573775,0.00005545111,0.0002775837],"domain_scores_gemma":[0.9992263,0.00002584984,0.0002348951,0.0003989968,0.00006724142,0.00004668957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008388992,0.00006908388,0.01198232,0.00003841332,0.000234947,8.003759e-7,0.000005123405,8.90093e-7,0.005015488,0.00001888024,0.9823884,0.0002372206],"study_design_scores_gemma":[0.0003478585,0.0001647284,0.007330014,0.00008227439,0.00002712592,6.367061e-7,0.00001075819,0.000001074109,0.001146967,0.00002476042,0.9905223,0.0003414572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1845601,0.02525728,0.01194713,0.002227621,0.04415065,0.01311509,0.02028844,0.006165107,0.6922886],"genre_scores_gemma":[0.01697112,0.00209712,0.0004674244,0.00008748573,0.001602332,0.00007006822,0.001837584,0.001247096,0.9756198],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2833312,"threshold_uncertainty_score":0.9775722,"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."}}