{"id":"W4214553879","doi":"10.1177/2333794x221078698","title":"Association of Clinical Signs, Host Biomarkers and Etiology With Radiological Pneumonia in Bhutanese Children","year":2022,"lang":"en","type":"article","venue":"Global Pediatric Health","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Pneumonia; Procalcitonin; Radiological weapon; Etiology; Erythrocyte sedimentation rate; Clinical endpoint; Intensive care medicine; Internal medicine; Sepsis; Radiology; Clinical trial","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":[0.0002877402,0.0002756092,0.0002838728,0.001042644,0.0004157727,0.0005808824,0.0002051526,0.0003740548,0.001431198],"category_scores_gemma":[0.001533962,0.0002620761,0.0002135448,0.0007856914,0.0004407188,0.0005405541,0.0005487661,0.0005754006,0.0001712915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003368215,"about_ca_system_score_gemma":0.000447427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005272896,"about_ca_topic_score_gemma":0.007751384,"domain_scores_codex":[0.9996014,0.00009351009,0.00006126036,0.00005988991,0.00007238604,0.0001116192],"domain_scores_gemma":[0.9989303,0.0002434038,0.0005152681,0.00003706627,0.00008466474,0.0001893161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001408193,0.00000901797,0.9991553,0.000008417369,0.000003772811,0.0001546179,0.00005686768,0.000007923541,0.0001267679,0.000006337074,0.00001290116,0.000444111],"study_design_scores_gemma":[0.000001134236,0.00007455942,0.9984083,0.000009625943,0.000005039356,0.001014678,0.0003316254,0.00003674048,0.00005585999,0.00001275089,0.00004786231,0.000001947514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991543,0.0004177838,0.00002789115,0.00002919249,0.000002613377,0.000006028343,0.00007148618,0.000001642351,0.0002890536],"genre_scores_gemma":[0.9996158,0.0001789286,0.00005105741,0.00001135191,0.00000453491,0.000004049709,0.00009098098,6.888614e-7,0.00004249383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005272896,"threshold_uncertainty_score":0.0104844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184974194781699,"score_gpt":0.3418460055144631,"score_spread":0.3233485860362932,"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."}}