{"id":"W4408529140","doi":"10.3389/fped.2025.1524617","title":"Pediatric SARS-CoV-2 infection and development of anxiety and depression","year":2025,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Kingston Health Sciences Centre; SickKids Foundation; Women and Children’s Health Research Institute; University of Alberta; Janeway Children's Health and Rehabilitation Centre; Children's Hospital of Eastern Ontario; University of Manitoba; Queen's University; Children's Hospital of Winnipeg; Queen Elizabeth II Health Sciences Centre; University of Saskatchewan; Children's Hospital Research Institute of Manitoba; Western University; Hospital for Sick Children; Université de Montréal; McGill University Health Centre; McMaster Children's Hospital; University of Ottawa; Dalhousie University; Centre Hospitalier Universitaire Sainte-Justine; BC Children's Hospital; University of British Columbia; University of Toronto; Montreal Children's Hospital; McGill University; University of Calgary","funders":"","keywords":"Medicine; Anxiety; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Depression (economics); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Pandemic; Intensive care medicine; Virology; Psychiatry; Pediatrics; Outbreak; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004021636,0.0002045978,0.0001984856,0.0003603327,0.0003014673,0.0004176662,0.0002367072,0.0002642162,0.001514524],"category_scores_gemma":[0.001256679,0.0001603642,0.0003200342,0.0004311631,0.0002368163,0.0002823007,0.0002747901,0.0004755154,0.000142087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005706719,"about_ca_system_score_gemma":0.0006598409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02638561,"about_ca_topic_score_gemma":0.04397004,"domain_scores_codex":[0.9996635,0.00005630753,0.00002687618,0.00006160791,0.0001002812,0.00009133297],"domain_scores_gemma":[0.9990466,0.00007456042,0.0005873441,0.00001854464,0.0001323375,0.0001405389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001443511,0.00001202475,0.9992567,0.000007111402,0.000009067794,0.00003739148,0.0000368982,0.00001134293,0.00004968554,0.00000508072,0.00006314077,0.0004971135],"study_design_scores_gemma":[0.000001194827,0.00003081834,0.9996139,0.000007964468,0.000004284585,0.0001681379,0.00008034681,0.00002806938,0.00001881164,0.000002643896,0.00004315025,6.986159e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985031,0.0003707975,0.00003215867,0.00007729788,0.000005947859,0.00001220259,0.0005007545,0.00000293679,0.0004947832],"genre_scores_gemma":[0.999184,0.0003048718,0.00007068576,0.0000247146,0.00000696427,0.0000090418,0.0002812282,5.932005e-7,0.0001180239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02638561,"threshold_uncertainty_score":0.05246407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667050858660926,"score_gpt":0.3526039661711894,"score_spread":0.3259334575845802,"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."}}