{"id":"W2001382920","doi":"10.1016/j.ccc.2013.06.003","title":"Influenza and Endemic Viral Pneumonia","year":2013,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Pneumonia; Viral pneumonia; Virus; Virology; Etiology; Influenza A virus; Pandemic; Disease; Respiratory disease; Immunology; Respiratory system; Infectious disease (medical specialty); Lung; Coronavirus disease 2019 (COVID-19); Internal medicine","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003928243,0.0005916709,0.002802404,0.0002124473,0.0001780666,0.00009258827,0.0002452917,0.0008929528,0.0001440709],"category_scores_gemma":[0.01151513,0.0004411714,0.0006183438,0.0001941909,0.001042871,0.0001026036,0.0005788503,0.002151827,0.0009921936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002447685,"about_ca_system_score_gemma":0.0007102892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009154237,"about_ca_topic_score_gemma":0.000001433995,"domain_scores_codex":[0.996433,0.0002586763,0.001183941,0.0007545044,0.0005773107,0.000792634],"domain_scores_gemma":[0.995025,0.002767442,0.0001058309,0.0007306815,0.0007664746,0.0006045444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001484823,0.00003887037,0.0001578008,0.07073846,0.000146573,0.0001231223,0.0001086234,7.33923e-9,3.773821e-7,0.001132696,0.0009744078,0.9265642],"study_design_scores_gemma":[0.0003866079,0.000422064,0.0000379258,0.008807413,0.001653022,0.00008732072,0.0001801445,0.000002725115,3.264063e-7,0.0002050324,0.9878352,0.0003822666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006758863,0.9947622,0.000003416917,0.00008549131,0.0003614152,0.001257873,0.0001561425,0.0001130629,0.003192837],"genre_scores_gemma":[0.00002976837,0.9959835,0.0005076927,0.002147349,0.0007047718,0.0002916789,0.00004190622,0.0001081163,0.0001852622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9868608,"threshold_uncertainty_score":0.999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3442502705771714,"score_gpt":0.5586709128781534,"score_spread":0.214420642300982,"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."}}