{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002948177,0.0001053182,0.0001790633,0.0004903481,0.00007099742,0.000007199651,0.00005054848,0.0001455509,0.000003398729],"category_scores_gemma":[0.00004310147,0.0001075765,0.00001652586,0.0004816299,0.00002782658,0.00005501768,0.00008108139,0.0001480482,0.00000164946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139183,"about_ca_system_score_gemma":0.0002266479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002414313,"about_ca_topic_score_gemma":0.00008554694,"domain_scores_codex":[0.99909,0.00005200527,0.0003032107,0.0002656041,0.00009424481,0.000194893],"domain_scores_gemma":[0.9996722,0.00005052331,0.00009127733,0.0001230036,0.00002512852,0.00003789466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005203476,0.00007757959,0.9010706,0.0003102078,0.000005058332,0.000001198893,0.001207341,5.571829e-7,0.00001930182,0.00004085907,0.01260591,0.08460934],"study_design_scores_gemma":[0.001054538,0.00002657966,0.9780015,0.00001071214,0.00003571918,0.000001741223,0.000303178,0.00003402595,0.0003115576,0.000332414,0.01977077,0.0001172617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759487,0.007752066,0.0122198,0.0000248228,0.002341628,0.0002423964,0.000004563161,0.00002304329,0.001443009],"genre_scores_gemma":[0.9854446,0.005807771,0.008207812,0.0002163014,0.0001384636,0.00002866049,0.000007746776,0.00001002705,0.0001386386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08449208,"threshold_uncertainty_score":0.4386842,"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."}}