{"id":"W6980107155","doi":"","title":"Australian Group on Antimicrobial Research surveillance outcome programs - bloodstream infections and antimicrobial resistance patterns from patients less than 18 years of age, January 2020 - December 2021","year":2024,"lang":"en","type":"article","venue":"","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Outcome (game theory); Antimicrobial stewardship; Antibiotics; Drug resistance","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":[0.001353042,0.000339736,0.0006044749,0.002447479,0.0009714391,0.0007751775,0.0008046048,0.0007205235,0.003608138],"category_scores_gemma":[0.006267939,0.0004440719,0.0005377844,0.003357023,0.0001950364,0.0005873204,0.001719721,0.0009918083,0.0008489366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140561,"about_ca_system_score_gemma":0.003074892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1668085,"about_ca_topic_score_gemma":0.2112581,"domain_scores_codex":[0.9991971,0.0001874524,0.0001568422,0.00007045276,0.0002277292,0.0001604062],"domain_scores_gemma":[0.9964023,0.0002821262,0.0009494882,0.0001168241,0.001507392,0.0007417703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003122246,0.0002180275,0.9544005,0.0003598501,0.00007075868,0.0002086555,0.0006700412,0.0001225203,0.000278151,0.000119442,0.02453776,0.01870209],"study_design_scores_gemma":[0.00001081985,0.00004900813,0.9973139,0.00005111138,0.000009885182,0.0001010965,0.0001688946,0.00005596307,0.00003377837,0.0000285974,0.002172932,0.000004004333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700581,0.003597107,0.0008504884,0.004886015,0.000422734,0.0007237146,0.09992971,0.00008700405,0.0194451],"genre_scores_gemma":[0.9109632,0.005041577,0.002541301,0.002787597,0.0002540565,0.001101718,0.05243007,0.00004353255,0.02483701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1668085,"threshold_uncertainty_score":0.3316751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04608995443678789,"score_gpt":0.3263886191865525,"score_spread":0.2802986647497647,"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."}}