{"id":"W2091796682","doi":"10.1086/659401","title":"Pandemic (H1N1) 2009 Influenza in Hospitalized Children in Manitoba: Nosocomial Transmission and Lessons Learned from the First Wave","year":2011,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Manitoba Health; University of Manitoba","funders":"European Agricultural Fund for Rural Development; Northwestern University","keywords":"Oseltamivir; Medicine; Pandemic; Transmission (telecommunications); Infection control; Influenza A virus; H1N1 influenza; Emergency medicine; Pediatrics; Human mortality from H5N1; Virus; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Internal medicine; Virology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009861726,0.0002979462,0.0002387146,0.000951406,0.0006886651,0.0009068815,0.0007211974,0.000394457,0.0004444007],"category_scores_gemma":[0.002705297,0.0002535956,0.0002516427,0.00132675,0.0008359473,0.0005293768,0.0006039594,0.0004556953,0.00008073256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004518016,"about_ca_system_score_gemma":0.01136576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5255962,"about_ca_topic_score_gemma":0.7470401,"domain_scores_codex":[0.9994424,0.0001545864,0.00007827822,0.00004860563,0.0001526704,0.0001235269],"domain_scores_gemma":[0.998777,0.0001891012,0.0004768202,0.00002704373,0.0003654311,0.0001646428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005577568,0.00002393265,0.9525751,0.0009388783,0.00008015987,0.003074963,0.005915516,0.0001132145,0.0005825965,0.0001152363,0.001701408,0.03482322],"study_design_scores_gemma":[0.0000081096,0.00007832972,0.9721843,0.001124163,0.00007424778,0.003921304,0.01611258,0.00009708777,0.0001217319,0.00003835121,0.006225501,0.00001438527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181132,0.07395194,0.0001667024,0.004650705,0.0001033602,0.0000539276,0.0003034317,0.00001455159,0.002642227],"genre_scores_gemma":[0.9378147,0.06012487,0.0005341832,0.0008038067,0.00008828447,0.00002370404,0.0002155208,0.000006312635,0.0003886042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4744038,"threshold_uncertainty_score":0.9543953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350822798723597,"score_gpt":0.3636607295161514,"score_spread":0.2285784496437918,"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."}}