{"id":"W101731454","doi":"10.1155/2007/597123","title":"Prevalence of USA300 Colonization or Infection and Associated Variables During an Outbreak of Community‐Associated Methicillin‐Resistant <i>Staphylococcus aureus</i> in a Marginalized Urban Population","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Provincial Laboratory of Public Health; University of Calgary; Public Health Agency of Canada; Alberta Health Services; University of British Columbia","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Colonization; Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Population; Microbiology; Staphylococcal infections; Medicine; Biology; Environmental health; Virology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004396566,0.0002284551,0.0002098169,0.0006205634,0.0005865538,0.0005875684,0.0003709102,0.000425542,0.001073707],"category_scores_gemma":[0.001814392,0.0002720031,0.0002076673,0.0005611299,0.0004832324,0.0003922608,0.0004337915,0.0004742389,0.0001368161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672094,"about_ca_system_score_gemma":0.0004169613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04077931,"about_ca_topic_score_gemma":0.03367608,"domain_scores_codex":[0.9996485,0.000083602,0.00002267648,0.00006901444,0.00008130889,0.0000949759],"domain_scores_gemma":[0.9990124,0.000141075,0.0003917577,0.0000336479,0.0001502108,0.0002709311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009058529,0.00006571756,0.9988208,0.000004485715,0.00001491527,0.00008000105,0.0003102882,0.00001387031,0.0002019138,0.00000407322,0.00003647266,0.0003568454],"study_design_scores_gemma":[0.000003219326,0.0001377934,0.9986411,0.000003227066,0.000007811263,0.0001783335,0.0008640254,0.00009763757,0.0000281851,0.000004091749,0.00003178919,0.000002805436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998704,0.00002082441,0.000009833042,0.00000706257,5.570091e-7,0.000002779494,0.00003018401,5.85265e-7,0.00005764854],"genre_scores_gemma":[0.9998807,0.00001865885,0.00001478033,0.000007033867,0.000001649527,0.00000307654,0.00004690879,3.064027e-7,0.00002680216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9592207,"threshold_uncertainty_score":0.08108389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149835285765453,"score_gpt":0.26584819756692,"score_spread":0.2543498447092654,"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."}}