{"id":"W1693859489","doi":"10.1371/journal.pone.0126593","title":"Association of Respiratory Viruses with Outcomes of Severe Childhood Pneumonia in Botswana","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Respiratory viral infections research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of Allergy and Infectious Diseases; Center for AIDS Research, University of Washington; ViiV Healthcare; University of Pennsylvania; Agency for Healthcare Research and Quality; National Institutes of Health; International AIDS Society; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Children's Hospital of Philadelphia; Thrasher Research Fund","keywords":"Medicine; Rhinovirus; Pneumonia; Human metapneumovirus; Respiratory tract infections; Respiratory system; Pediatrics; Enterovirus; Incidence (geometry); Internal medicine; Cohort study; Confidence interval; Asymptomatic; Human bocavirus; Immunology; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006623474,0.0003295515,0.0002200205,0.0008004817,0.0004097717,0.0005286011,0.0004644308,0.000306218,0.0007750172],"category_scores_gemma":[0.001686469,0.0003001484,0.0003263113,0.0007498544,0.0004570333,0.0001967987,0.0005296905,0.0005141736,0.00006347054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313063,"about_ca_system_score_gemma":0.0008692287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02757857,"about_ca_topic_score_gemma":0.03599064,"domain_scores_codex":[0.9996127,0.00009137799,0.00003751472,0.00008392516,0.00006687333,0.0001075786],"domain_scores_gemma":[0.9983264,0.0001947557,0.001050112,0.00007524529,0.0001475107,0.0002059836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004752984,0.000008866546,0.9992024,0.000005957125,0.0000224797,0.00009688758,0.00005292612,0.0000177487,0.0001488273,0.000007197034,0.00002411026,0.0003651153],"study_design_scores_gemma":[0.000003634782,0.00003898238,0.999514,0.000009388608,0.000009975621,0.0001902035,0.0001023647,0.00004858121,0.00002950756,0.000008378967,0.00004355826,0.000001373435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995762,0.0001411159,0.00002168154,0.00003011403,0.000002800208,0.000003661234,0.0001232334,0.000001274391,0.0001000639],"genre_scores_gemma":[0.9997351,0.00006622114,0.00003060783,0.000009753599,0.000001517906,0.000004177517,0.000116756,7.053407e-7,0.00003512409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02757857,"threshold_uncertainty_score":0.05483609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136617623135635,"score_gpt":0.3327010799047392,"score_spread":0.2190393175911757,"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."}}