{"id":"W2033150064","doi":"10.1097/01.inf.0000253062.41648.60","title":"Influenza Burden in Febrile Infants and Young Children in a Pediatric Emergency Department","year":2007,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Medical Research Council","keywords":"Medicine; Pediatrics; Ambulatory; Emergency department; Vaccination; Population; Influenza vaccine; Disease burden; Disease; Epidemiology; Internal medicine; Environmental health; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001965651,0.0003041759,0.0003894384,0.001237286,0.0003580595,0.0000567189,0.0001764535,0.00009676774,0.000145129],"category_scores_gemma":[0.001214023,0.0002206765,0.0001445164,0.001485379,0.00007013749,0.0002277774,0.0002114567,0.001045307,0.00005043061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382666,"about_ca_system_score_gemma":0.0003569172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004467088,"about_ca_topic_score_gemma":0.0003832948,"domain_scores_codex":[0.9969111,0.000179361,0.0008836958,0.0003125682,0.0007786893,0.0009346043],"domain_scores_gemma":[0.9985064,0.0001690731,0.0002478056,0.0002927031,0.0001907722,0.0005932711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006399846,0.0002586095,0.9956552,0.00006245008,0.0000581904,0.0004233795,0.0007482504,0.0001414945,0.000004432776,0.00001163265,0.0007992028,0.001197123],"study_design_scores_gemma":[0.003382216,0.0001778251,0.9944031,0.00001526857,0.0003055532,0.0006253654,0.00009267049,0.00004783266,0.000001214722,0.000566816,0.0001564904,0.0002256832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811492,0.01602621,0.0000206714,0.0002259543,0.0003509655,0.0009143865,0.00001370601,0.00004466515,0.001254263],"genre_scores_gemma":[0.9676671,0.02876114,0.00002012012,0.0002434478,0.003151563,0.00004111962,0.000002929236,0.00003538861,0.00007719721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01348207,"threshold_uncertainty_score":0.8998925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963922893728799,"score_gpt":0.3302770470737526,"score_spread":0.3106378181364646,"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."}}