{"id":"W4311931869","doi":"10.1097/dbp.0000000000001157","title":"Disruption to Education During COVID-19: School Nonacademic Factors Are Associated with Children's Mental Health","year":2022,"lang":"en","type":"article","venue":"Journal of Developmental & Behavioral Pediatrics","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University; Western University; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Anxiety; Depression (economics); Medicine; Social connectedness; Screen time; Curriculum; Demographics; Psychology; Psychiatry; Clinical psychology; Demography; Obesity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007469278,0.000304702,0.0004284628,0.0007785984,0.001095761,0.00004112815,0.0003800935,0.0001061151,0.0008671265],"category_scores_gemma":[0.00008125595,0.0002909708,0.0001289063,0.001035221,0.00003297423,0.0002712494,0.0001921698,0.001022783,0.00002637318],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0136919,"about_ca_system_score_gemma":0.006487515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008933873,"about_ca_topic_score_gemma":0.0002088867,"domain_scores_codex":[0.9967223,0.0002802593,0.0009658367,0.0003822174,0.001049983,0.0005994382],"domain_scores_gemma":[0.9969879,0.00005393566,0.001321688,0.0001370817,0.00009183048,0.001407535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004178072,0.00153094,0.9757323,0.00002836696,0.00003094907,0.00002398329,0.006986996,0.00003055282,0.000101207,0.000007797861,0.01394294,0.001166115],"study_design_scores_gemma":[0.002007812,0.001127862,0.9718556,0.00003230803,0.00006370743,0.0004996304,0.02113922,1.752714e-7,0.00002435576,0.00000938737,0.00290437,0.0003355957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947423,0.0004466041,0.00003011759,0.001725193,0.00179745,0.0008472333,0.0003206985,0.00005100758,0.00003933678],"genre_scores_gemma":[0.9952348,0.0000809893,0.0003601995,0.003032072,0.00028392,0.0000551332,0.0003002531,0.00005165857,0.0006008985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01415223,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05578347124832588,"score_gpt":0.4098111512029399,"score_spread":0.354027679954614,"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."}}