{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315054,0.0002687905,0.0008747894,0.0001703633,0.0001902051,0.00001194179,0.00007105642,0.0003306753,0.00003979893],"category_scores_gemma":[0.001675211,0.0001799571,0.0001077394,0.0001617714,0.0004483355,0.0001464161,0.00007612602,0.0007501618,0.00001163862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009576749,"about_ca_system_score_gemma":0.00004221014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03527158,"about_ca_topic_score_gemma":0.005237256,"domain_scores_codex":[0.9978118,0.000385107,0.000661685,0.0005087378,0.0001089156,0.0005237847],"domain_scores_gemma":[0.9982619,0.001185247,0.0001564423,0.0001877742,0.00007023078,0.0001383812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001014299,0.0001411986,0.9681116,0.00001505673,0.0001309566,0.00001278846,0.001188191,0.000006436093,0.00006906603,0.0003204031,0.0002752844,0.02871469],"study_design_scores_gemma":[0.009250397,0.0007175378,0.9806455,0.0001074071,0.00006691382,0.00001875799,0.00007829626,0.0004742599,0.00001049973,0.005166361,0.003273457,0.000190585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833668,0.005070115,0.0001289417,0.009770928,0.0001131765,0.001098522,0.00003114013,0.00005464099,0.0003657669],"genre_scores_gemma":[0.9886658,0.00670629,0.0001095049,0.004135509,0.0001778069,0.0001677156,0.000008963292,0.0000187766,0.000009638072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03003433,"threshold_uncertainty_score":0.9711526,"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."}}