{"id":"W4380987469","doi":"10.3390/diagnostics13122089","title":"Community-Acquired Methicillin-Resistant Staphylococcus aureus in Hospitals: Age-Specificity and Potential Zoonotic–Zooanthroponotic Transmission Dynamics","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"University of Hail","keywords":"Staphylococcus aureus; Transmission (telecommunications); Methicillin-resistant Staphylococcus aureus; Microbiology; Medicine; Biology; Bacteria; Telecommunications; Computer science","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":[0.0005502116,0.0002203301,0.0002049999,0.0009757264,0.0003405816,0.0006116029,0.0002753757,0.0004476381,0.001524805],"category_scores_gemma":[0.00149111,0.0001864712,0.0001830024,0.0008364063,0.0003556006,0.0008449781,0.00062575,0.0002618741,0.0004028785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318875,"about_ca_system_score_gemma":0.0002828905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004093797,"about_ca_topic_score_gemma":0.00502089,"domain_scores_codex":[0.9994376,0.0001546765,0.00006823545,0.0001156804,0.00007142861,0.0001522812],"domain_scores_gemma":[0.9984776,0.00024077,0.0007284762,0.00008954084,0.0002536917,0.0002099298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002875098,0.0000103886,0.9977859,0.000005821079,0.000004924016,0.0001013724,0.0003102054,0.00001056964,0.0005177659,0.00000975462,0.0000231387,0.001191348],"study_design_scores_gemma":[7.106327e-7,0.00006107528,0.99795,0.000005578004,0.000004008936,0.0006101425,0.001076216,0.00006512414,0.0001167275,0.00001588728,0.00009133098,0.000003224689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994125,0.0002437562,0.00004579681,0.00001910408,0.000001668787,0.000002656206,0.00006228758,0.000001147754,0.0002111612],"genre_scores_gemma":[0.9995676,0.0001988527,0.00005635843,0.0000150932,0.000009103946,0.000002113142,0.00008505203,0.000001141826,0.00006474683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004093797,"threshold_uncertainty_score":0.008139908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245458069443859,"score_gpt":0.2909271443941503,"score_spread":0.2684725636997117,"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."}}