{"id":"W2768438595","doi":"10.1111/apa.14148","title":"Virus detection in critically ill children with acute respiratory disease: a new profile in view of new technology","year":2017,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Respiratory viral infections research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Alberta Health Services; University of Alberta Hospital; University of Alberta","funders":"Women and Children's Health Research Institute","keywords":"Medicine; Rhinovirus; Intubation; Enterovirus; Respiratory system; Virus; Epidemiology; Intensive care unit; Disease; Respiratory disease; Intensive care medicine; Internal medicine; Immunology; Lung; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002442897,0.0001897523,0.0004159581,0.0009821735,0.0001051374,0.00003810423,0.0003385291,0.0002108083,0.0001172066],"category_scores_gemma":[0.002091991,0.0001594063,0.00006858049,0.0009347039,0.0002142619,0.0002936343,0.0001605843,0.00060913,0.00005290609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017119,"about_ca_system_score_gemma":0.001140179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008516821,"about_ca_topic_score_gemma":0.0006719842,"domain_scores_codex":[0.9982775,0.00006928194,0.0004244869,0.0004242982,0.0003781442,0.0004262179],"domain_scores_gemma":[0.998206,0.00004619535,0.000150989,0.001005189,0.0002493499,0.0003423371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009007293,0.0003639861,0.8257741,0.0000814684,0.00007999968,0.000239856,0.00004207855,0.00000172641,0.02254727,0.00005210833,0.001460204,0.1484565],"study_design_scores_gemma":[0.003155593,0.001187314,0.9723244,0.0001097351,0.0001130923,0.00002942452,0.00001237956,0.00002109071,0.0131675,0.0001835682,0.00950282,0.0001931013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944664,0.001146741,0.0001364589,0.002301548,0.00005081454,0.001149606,0.00001692008,0.00006997427,0.0006615132],"genre_scores_gemma":[0.9979691,0.0002933662,0.0007285672,0.000357369,0.0002322056,0.00008860772,0.000004370787,0.00003735695,0.0002890897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1482634,"threshold_uncertainty_score":0.6500401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534915251038097,"score_gpt":0.3406169269692225,"score_spread":0.3152677744588415,"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."}}