{"id":"W4400425454","doi":"10.1093/ofid/ofae386","title":"Heparin-Binding Protein Stratifies Mortality Risk Among Ugandan Children Hospitalized With Respiratory Distress","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of Toronto; Toronto General Hospital; University of British Columbia; University Health Network","funders":"Instituto de Salud Global de Barcelona; Canadian Institutes of Health Research; Generalitat de Catalunya; Florida Polytechnic University","keywords":"Medicine; Interquartile range; Respiratory distress; Pneumonia; Receiver operating characteristic; Confidence interval; Hazard ratio; Internal medicine; Pneumonia severity index; Pediatrics; Community-acquired pneumonia; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009749788,0.0006150828,0.0004125967,0.001227735,0.0003889116,0.0008405032,0.0004298847,0.0004774109,0.0008481386],"category_scores_gemma":[0.005579878,0.0003608767,0.0003549757,0.0009510697,0.0004676634,0.0006108051,0.001000195,0.0007633014,0.0001609911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004993234,"about_ca_system_score_gemma":0.0003825435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005154997,"about_ca_topic_score_gemma":0.00557276,"domain_scores_codex":[0.9992409,0.0003257423,0.0001015993,0.0001032599,0.00009139715,0.0001371606],"domain_scores_gemma":[0.997586,0.0006523571,0.001114954,0.00007992385,0.0002581093,0.0003086682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004332727,0.000007732377,0.9986979,0.00001696081,0.00001626684,0.00004218135,0.00005231222,0.00003989706,0.00004072157,0.000005873009,0.00007457534,0.0009623508],"study_design_scores_gemma":[0.000008276167,0.00009736677,0.9980762,0.00007098894,0.00003052966,0.0003479434,0.0003139374,0.0007068758,0.0001128878,0.00003445445,0.0001943463,0.0000061507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986498,0.0007818142,0.0000818012,0.0000866351,0.000009067751,0.000008593996,0.0001677077,0.000004015728,0.0002105905],"genre_scores_gemma":[0.9994428,0.0001960456,0.0001397088,0.00002096392,0.000008580634,0.000008016892,0.0001438539,0.00000104081,0.00003913627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005154997,"threshold_uncertainty_score":0.01024997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531563782132707,"score_gpt":0.3215544725574884,"score_spread":0.2962388347361613,"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."}}