{"id":"W3202683592","doi":"10.3390/life11101030","title":"Risk Factors and Outcomes of Hospital Acquired Pneumonia in Young Bangladeshi Children","year":2021,"lang":"en","type":"article","venue":"Life","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; Department for International Development; International Centre for Diarrhoeal Disease Research, Bangladesh; Styrelsen för Internationellt Utvecklingssamarbete; World Health Organization","keywords":"Medicine; Pneumonia; Bacteremia; Confounding; Diarrhea; Logistic regression; Pediatrics; Malnutrition; Multivariate analysis; Severe Acute Malnutrition; Internal medicine; Antibiotics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005450198,0.0001067136,0.0002976624,0.00008216167,0.00004604993,0.000009250813,0.0000317713,0.00008307442,0.00004457388],"category_scores_gemma":[0.0003518287,0.00008093817,0.00007975668,0.0001781225,0.00005938792,0.00005517083,0.00003678368,0.0001109072,0.000005759496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001715185,"about_ca_system_score_gemma":0.00007199075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000215327,"about_ca_topic_score_gemma":0.0001187627,"domain_scores_codex":[0.9993165,0.00004096128,0.0002115794,0.0001669686,0.0001229027,0.0001410994],"domain_scores_gemma":[0.9995387,0.00005453527,0.00006737599,0.0001799654,0.00003946901,0.0001199338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003191535,0.0001610049,0.9936765,0.00001208953,0.00009088084,0.00001422811,0.0004807528,0.000001823335,0.00540949,0.00002764496,0.00003383203,0.00008860043],"study_design_scores_gemma":[0.0007375254,0.0001245523,0.996653,0.00002347261,0.00006867194,0.00001356146,0.0002309776,0.000007922479,0.001927732,0.00001731409,0.0001122878,0.00008303133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982019,0.0001400321,0.000004151613,0.0007497214,0.000231757,0.0001326632,0.00003434102,0.00002896567,0.0004764398],"genre_scores_gemma":[0.9995416,0.00008256351,0.00002005296,0.0001489869,0.00004838689,0.00000498023,0.00001372293,0.00001175764,0.000127946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003481758,"threshold_uncertainty_score":0.3300563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00785691325896332,"score_gpt":0.2471743000923715,"score_spread":0.2393173868334082,"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."}}