{"id":"W4416148283","doi":"10.1016/j.chom.2025.10.012","title":"The impact of COVID-19 on children and lessons for pandemic preparedness","year":2025,"lang":"en","type":"article","venue":"Cell Host & Microbe","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; SickKids Foundation","funders":"","keywords":"Pandemic; Preparedness; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Key (lock); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","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":[0.00505966,0.0003705498,0.0004198001,0.0005640104,0.006409944,0.002871918,0.001426073,0.002043779,0.0133115],"category_scores_gemma":[0.01788233,0.00035122,0.0008629831,0.0004895488,0.003449622,0.002413932,0.00729035,0.009136052,0.001328289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009524482,"about_ca_system_score_gemma":0.01913503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07129271,"about_ca_topic_score_gemma":0.1758884,"domain_scores_codex":[0.9962857,0.001362631,0.00007598903,0.000119014,0.0005252535,0.001631383],"domain_scores_gemma":[0.9903541,0.001522784,0.0007265731,0.0002009442,0.001197013,0.005998657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003628469,0.004194594,0.1394034,0.001097989,0.0001467499,0.002371599,0.1092978,0.0004845277,0.000854014,0.02062158,0.4563549,0.2648099],"study_design_scores_gemma":[0.0001532183,0.001173211,0.2710247,0.003952607,0.0001385687,0.0008355442,0.3506646,0.0001979865,0.0008630264,0.01044883,0.3603902,0.0001574156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3361573,0.008954383,0.0005015254,0.5078679,0.006497736,0.0003389871,0.00108218,0.0001335659,0.1384665],"genre_scores_gemma":[0.9171292,0.0124648,0.001747141,0.04896139,0.001261793,0.0004097028,0.0005180541,0.0001034573,0.01740449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07129271,"threshold_uncertainty_score":0.1417555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04315079654487678,"score_gpt":0.4434861398111387,"score_spread":0.4003353432662619,"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."}}