{"id":"W2102611562","doi":"10.3201/eid1512.091022","title":"Respiratory Infection in Institutions during Early Stages of Pandemic (H1N1) 2009, Canada","year":2009,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Pandemic; Human mortality from H5N1; H1N1 influenza; Population; Pandemic influenza; Virology; Influenza A virus; H1n1 pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Environmental health; Infectious disease (medical specialty); Virus; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001791685,0.0002222312,0.0003762351,0.0008324798,0.0002424158,0.00002680211,0.0000802042,0.00009792056,0.0001382571],"category_scores_gemma":[0.0005842446,0.0002279895,0.0001214278,0.001246668,0.0001186356,0.0003238147,0.00003729952,0.0004178091,0.00001179212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008598496,"about_ca_system_score_gemma":0.001621708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2100509,"about_ca_topic_score_gemma":0.2120518,"domain_scores_codex":[0.9980423,0.0001416899,0.0005490413,0.0003469753,0.0004819778,0.0004379613],"domain_scores_gemma":[0.9989262,0.00006009431,0.0001387614,0.0004017147,0.0002202456,0.0002529333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007820001,0.0003672162,0.9853797,0.0001145098,0.00004407388,0.00007818332,0.00004550133,0.002041802,0.009677758,0.000160227,0.0003810088,0.001631834],"study_design_scores_gemma":[0.001458028,0.000426522,0.9928676,0.0001800643,0.00005286036,0.00002431007,0.00001616613,0.00001824562,0.002300968,0.00007120485,0.002388005,0.0001960042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952893,0.0007830252,0.00003942025,0.00007819032,0.0002231554,0.0004761331,0.00003011639,0.0002101432,0.002870507],"genre_scores_gemma":[0.9991717,0.0001645879,0.000005163836,0.0002535705,0.0001620519,0.00004944021,0.00001011221,0.00002159597,0.0001618062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007487934,"threshold_uncertainty_score":0.9297142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256289170985359,"score_gpt":0.3435497181257341,"score_spread":0.3109868264158805,"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."}}