{"id":"W4388734577","doi":"10.1001/jamanetworkopen.2023.43814","title":"Cognitive and Emotional Well-Being of Preschool Children Before and During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Centre for Addiction and Mental Health; Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Socioemotional selectivity theory; Medicine; Neurocognitive; Pandemic; Autism; Pediatrics; Coronavirus disease 2019 (COVID-19); Psychosocial; Young adult; Demography; Gerontology; Cognition; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009688358,0.0001138501,0.0001848001,0.00004480411,0.0003623484,0.00005934128,0.0002186872,0.00009237771,0.0003572039],"category_scores_gemma":[0.00008016586,0.0000875066,0.00002748407,0.0002462101,0.0001232952,0.0001110134,0.0004957723,0.0002291516,0.00004423499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006257869,"about_ca_system_score_gemma":0.0001118465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616785,"about_ca_topic_score_gemma":0.0005909705,"domain_scores_codex":[0.9987892,0.0002403062,0.0002243541,0.0003107718,0.0001216687,0.0003136894],"domain_scores_gemma":[0.9989835,0.0005469365,0.0001113377,0.0001648979,0.00001952248,0.0001738326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003384528,0.0000197484,0.984496,0.00006709025,0.00008449225,0.000008425834,0.003423084,0.00003908085,0.000003339609,0.001381379,0.003663632,0.006475264],"study_design_scores_gemma":[0.002064056,0.00008929829,0.9921186,0.0001282832,0.00002492132,0.00008191692,0.0007041604,0.00007077128,0.000001726856,0.002433515,0.002195455,0.00008730123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923869,0.0003513477,0.00002495841,0.001868395,0.000157458,0.001083831,0.00003681823,0.00004461651,0.004045609],"genre_scores_gemma":[0.9940718,0.0002677882,0.000015855,0.00295097,0.00039784,0.00007679717,0.0000589795,0.00001718553,0.002142744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007622582,"threshold_uncertainty_score":0.3911133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021991664998623,"score_gpt":0.3841246782843469,"score_spread":0.3439047616343607,"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."}}