{"id":"W2158171131","doi":"10.1086/667732","title":"Laboratory-Confirmed Pandemic H1N1 Influenza in Hospitalized Adults: Findings from the Canadian Nosocomial Infections Surveillance Program, 2009-2010","year":2012,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Jewish General Hospital; McGill University Health Centre; Royal University Hospital; Public Health Agency of Canada; University of Alberta Hospital; Mount Sinai Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Pandemic; Medicine; Infection control; H1n1 pandemic; Coronavirus disease 2019 (COVID-19); Pandemic influenza; Influenza pandemic; Emergency medicine; Pediatrics; Environmental health; Intensive care medicine; Internal medicine; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002445704,0.0003460014,0.0009395507,0.0002630383,0.0005292513,0.00003691262,0.0001067725,0.0004893213,0.00009151623],"category_scores_gemma":[0.01070989,0.0002493067,0.0001584015,0.0004577773,0.0006541081,0.0002807321,0.00005969779,0.00104015,0.00009104014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004284313,"about_ca_system_score_gemma":0.0003503295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4160997,"about_ca_topic_score_gemma":0.4132942,"domain_scores_codex":[0.9966093,0.0008081279,0.0007734197,0.0004473581,0.0001732881,0.001188448],"domain_scores_gemma":[0.9961358,0.002458599,0.0002047453,0.000321362,0.0003480624,0.0005313828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002799935,0.0001943041,0.9918572,0.00002114412,0.000210221,0.000004498168,0.0005552402,0.000009096454,0.00005280843,0.0002392393,0.002830102,0.003746149],"study_design_scores_gemma":[0.005550946,0.0006787567,0.922787,0.00005863806,0.00004960777,0.00001026029,0.00005303839,0.0001884059,0.000005763979,0.000165779,0.07020042,0.0002513468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855642,0.004355048,0.00002854901,0.006167676,0.001090486,0.002055329,0.000238186,0.000168332,0.0003322474],"genre_scores_gemma":[0.9911057,0.000830895,0.00007464661,0.006253092,0.0007639775,0.0008771789,0.0000446397,0.0000290434,0.00002077864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06907017,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246344947004381,"score_gpt":0.3607497265287033,"score_spread":0.3182862770586595,"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."}}