{"id":"W4317567726","doi":"10.2147/idr.s397513","title":"Bacterial Epidemiology and Antimicrobial Resistance Profiles of Respiratory Specimens of Children with Pneumonia in Hainan, China","year":2023,"lang":"en","type":"article","venue":"Infection and Drug Resistance","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Science Foundation of Hainan Province; National Natural Science Foundation of China","keywords":"Moraxella catarrhalis; Microbiology; Streptococcus pneumoniae; Haemophilus influenzae; Antibiotic resistance; Biology; Acinetobacter baumannii; Pneumonia; Pseudomonas aeruginosa; Antimicrobial; Sputum; Klebsiella pneumoniae; Klebsiella pneumonia; Acinetobacter; Antibiotics; Medicine; Bacteria; Escherichia coli; Internal medicine; Tuberculosis","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":[0.0005246326,0.0004543614,0.0003648197,0.001206773,0.000522767,0.000370492,0.000358786,0.0004053795,0.0005310812],"category_scores_gemma":[0.001026477,0.0003294,0.0002624487,0.001109881,0.0005175355,0.0004126921,0.0004201332,0.0002384849,0.00008610462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009579294,"about_ca_system_score_gemma":0.001124119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03964373,"about_ca_topic_score_gemma":0.04114052,"domain_scores_codex":[0.9993404,0.0001080649,0.0001280674,0.0001343629,0.0001815547,0.000107551],"domain_scores_gemma":[0.9990782,0.00008570304,0.0004075151,0.0000376445,0.0002036366,0.0001873075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001706256,0.00000812383,0.9978168,0.00002219241,0.00001361416,0.000170843,0.0002023953,0.00002041825,0.000745129,0.000005193082,0.00003718341,0.0009409378],"study_design_scores_gemma":[0.000001374421,0.00002797346,0.9992286,0.000005866404,0.00000465013,0.0002607146,0.0002790846,0.00003700729,0.00007246374,0.000002578815,0.00007793355,0.00000175037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993592,0.0002519675,0.00003541618,0.00002927264,0.000002736986,0.00001269225,0.00019974,0.000001550899,0.0001074743],"genre_scores_gemma":[0.9990324,0.0002303989,0.0001627255,0.00005150518,0.000006342387,0.0000178486,0.0004061087,0.000001135202,0.00009170144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03964373,"threshold_uncertainty_score":0.07882595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411463825460244,"score_gpt":0.270441530322603,"score_spread":0.2563268920680006,"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."}}