{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005054763,0.0003871536,0.0003150507,0.0007396727,0.0004079999,0.0005464525,0.0002398297,0.0003946497,0.001013977],"category_scores_gemma":[0.001838749,0.0003050632,0.0003608834,0.0008770382,0.0003366755,0.0004475302,0.0004168381,0.0005415515,0.0001622615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004871099,"about_ca_system_score_gemma":0.0004645723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008109076,"about_ca_topic_score_gemma":0.007375325,"domain_scores_codex":[0.9994662,0.0001542558,0.00007923773,0.00009783154,0.00008790178,0.0001144799],"domain_scores_gemma":[0.9988182,0.0001348581,0.0007044449,0.00004334546,0.00008285517,0.0002162929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000400979,0.00001794069,0.9990917,0.00000997542,0.0000163059,0.00011548,0.00006506683,0.00001403288,0.00007629643,0.00001047197,0.00003564311,0.0005070717],"study_design_scores_gemma":[0.000003132576,0.00006214908,0.9993495,0.000009863167,0.000009322989,0.0002296596,0.0002117772,0.0000315789,0.00001861484,0.00001082186,0.00006074566,0.00000275951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989405,0.000505325,0.00002853014,0.00004505751,0.000004540399,0.000006652001,0.0002182421,0.000001337761,0.0002498317],"genre_scores_gemma":[0.9994973,0.0002314805,0.00003303134,0.00001209858,0.000005939173,0.000007763811,0.0001658506,6.26161e-7,0.00004584064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008109076,"threshold_uncertainty_score":0.01612371,"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."}}