{"id":"W4210310843","doi":"10.2196/36591","title":"Bacterial Contamination of Intensive Care Units, Sana’a City, Yemen, 2019","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acinetobacter; Medicine; Bacillus cereus; Intensive care unit; Staphylococcus aureus; Microbiological culture; Staphylococcus; Contamination; Microbiology; Veterinary medicine; Intensive care; Coagulase; Bacteria; Biology; Internal medicine; Antibiotics; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003560976,0.000539966,0.0002446509,0.0006588673,0.0007758848,0.0005470912,0.0003089754,0.0003660696,0.003154717],"category_scores_gemma":[0.0005723586,0.0002824781,0.000175708,0.001263546,0.0005284494,0.00050506,0.0005853491,0.0002450377,0.000234428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033812,"about_ca_system_score_gemma":0.001446827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01494794,"about_ca_topic_score_gemma":0.02094147,"domain_scores_codex":[0.9996656,0.00007453295,0.00005255883,0.00006234163,0.00003811685,0.0001068537],"domain_scores_gemma":[0.9995574,0.00006537164,0.0002210756,0.00001375129,0.00008935176,0.00005307869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008703111,0.00004033193,0.9926052,0.0001809934,0.00002541916,0.00121423,0.0004909343,0.00004758539,0.0009236254,0.0000416122,0.0005885459,0.003754398],"study_design_scores_gemma":[0.000006396223,0.000137072,0.9928085,0.00009192437,0.00002271747,0.00117572,0.003605128,0.00008354202,0.0003393373,0.00003048326,0.001690674,0.000008553675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949543,0.00204547,0.0001036375,0.0003892847,0.00001918321,0.00004278232,0.001455566,0.000006567693,0.0009831394],"genre_scores_gemma":[0.9967926,0.001229858,0.0002080549,0.0002040823,0.00001912858,0.00005063141,0.0009859318,0.000002244638,0.0005075278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01494794,"threshold_uncertainty_score":0.02972192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712496507175948,"score_gpt":0.290041998072173,"score_spread":0.2629170330004135,"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."}}