{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005964263,0.0003560261,0.000367268,0.0007234387,0.0007777109,0.0008606321,0.0005553865,0.0004825978,0.001205688],"category_scores_gemma":[0.001919647,0.0002661886,0.0005336305,0.0007874817,0.0004976767,0.0005866122,0.0007232798,0.0006648311,0.0002085879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001990975,"about_ca_system_score_gemma":0.001649869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2733067,"about_ca_topic_score_gemma":0.3943047,"domain_scores_codex":[0.9996018,0.00004250637,0.00002447107,0.00007032888,0.00008426894,0.0001766999],"domain_scores_gemma":[0.9992641,0.00004952379,0.000310959,0.00003396126,0.0001314006,0.0002101104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006192971,0.0000386861,0.9973277,0.00001778643,0.00002753238,0.00008399357,0.0008679996,0.00002248012,0.0001446888,0.00001273412,0.0001933657,0.001201157],"study_design_scores_gemma":[8.267136e-7,0.00002106603,0.9993883,0.000005714337,0.000004317157,0.00001857611,0.0004719524,0.000006906374,0.00001353375,0.000002675861,0.00006470127,0.00000140894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985007,0.0002773866,0.00001409704,0.00005563835,0.000006629975,0.000009265774,0.0007937932,0.000002072689,0.0003404076],"genre_scores_gemma":[0.9986475,0.0002734153,0.00004570166,0.00002845092,0.000005832309,0.0000221554,0.0006437092,0.000001245545,0.0003319862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2733067,"threshold_uncertainty_score":0.5434318,"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."}}