{"id":"W4392111386","doi":"10.1093/jpids/piae015","title":"Features Associated With Radiographic Pneumonia in Children with SARS-CoV-2","year":2024,"lang":"en","type":"letter","venue":"Journal of the Pediatric Infectious Diseases Society","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Stollery Children's Hospital; Izaak Walton Killam Health Centre; Dalhousie University; McMaster Children's Hospital; Western University; Children’s Health Research Institute; Hospital for Sick Children; University of British Columbia; University of Calgary; Children's Hospital of Eastern Ontario; Public Health Agency of Canada; University of Ottawa","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; University of California, San Francisco; Alberta Children's Hospital Research Institute; Health Resources and Services Administration; Cincinnati Children's Hospital Medical Center; University of California, Davis; Alberta Innovates; Astellas Pharma; Alberta Children's Hospital Foundation; National Institutes of Health; Children's Hospital Foundation; National Heart, Lung, and Blood Institute; Pfizer; Alberta Health Services; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Pneumonia; Radiography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Hypoxemia; 2019-20 coronavirus outbreak; Viral pneumonia; Pediatrics; Intensive care medicine; Internal medicine; Virology; Radiology; Disease; Infectious disease (medical specialty)","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":[0.0007357635,0.0005513939,0.0007302441,0.0006741259,0.001351002,0.0008996573,0.0004270519,0.005173625,0.003371858],"category_scores_gemma":[0.005038549,0.0004437116,0.0005001122,0.0007119373,0.0009387978,0.0009010088,0.0004420225,0.00386305,0.001235686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207061,"about_ca_system_score_gemma":0.001097031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0072727,"about_ca_topic_score_gemma":0.01018089,"domain_scores_codex":[0.9990149,0.0002626482,0.0001303028,0.000106442,0.0002751484,0.0002106048],"domain_scores_gemma":[0.9973981,0.00101523,0.0004526144,0.00009458929,0.0005566432,0.0004827438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002957878,0.000245315,0.4664123,0.0002335745,0.00005196187,0.3420563,0.0009807395,0.0004385803,0.00246278,0.001535732,0.1641758,0.02111112],"study_design_scores_gemma":[0.0001844471,0.0004345708,0.2541556,0.0007038774,0.00007050586,0.68332,0.002074654,0.001925164,0.0007991841,0.002223878,0.05403224,0.00007571168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3786676,0.01014176,0.001354043,0.5094455,0.008228989,0.0002037329,0.0007408144,0.0002584576,0.09095918],"genre_scores_gemma":[0.8032454,0.00666453,0.001513797,0.1500976,0.02595147,0.0001095011,0.0003639524,0.00006568067,0.01198818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0072727,"threshold_uncertainty_score":0.01446074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006747381163258137,"score_gpt":0.2345858924916747,"score_spread":0.2278385113284166,"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."}}