{"id":"W4235647123","doi":"10.31234/osf.io/js9c6","title":"Familial Mechanisms Linking COVID-19 Lockdown with Mental Health Problems in Singaporean Children and Adolescents","year":2021,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Mediation; Pandemic; Psychology; Coronavirus disease 2019 (COVID-19); Psychological intervention; Psychiatry; Developmental psychology; Medicine; Clinical psychology; Disease; Political science","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":[0.0009318281,0.0003222736,0.0002922932,0.0007344826,0.001257528,0.0009096356,0.0004048117,0.0004029995,0.002738257],"category_scores_gemma":[0.00276766,0.0004009249,0.0006751222,0.0007424315,0.0007961429,0.0006567852,0.002127004,0.0009605473,0.0001176077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136591,"about_ca_system_score_gemma":0.001607013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0559833,"about_ca_topic_score_gemma":0.08105303,"domain_scores_codex":[0.9992942,0.0002355641,0.00006017586,0.0001330945,0.00008463405,0.0001924555],"domain_scores_gemma":[0.99821,0.0002303553,0.0008885423,0.0001504054,0.0001238852,0.0003968304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001400093,0.00002601226,0.9950773,0.0000110198,0.00003570007,0.0003646748,0.002601382,0.00003163324,0.00006572048,0.0001645996,0.0001238038,0.001484113],"study_design_scores_gemma":[0.000001575056,0.00002728421,0.9934637,0.00003484064,0.00002168936,0.000259612,0.005704255,0.00009185661,0.0000335875,0.00008657791,0.0002692799,0.000005601205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991615,0.0001812964,0.00003602298,0.0001879196,0.000005670808,0.000005720923,0.00007769775,0.000001502213,0.0003426365],"genre_scores_gemma":[0.9994268,0.0002274991,0.00007439478,0.00002918661,0.000004804518,0.000009613037,0.0001045201,9.710491e-7,0.0001222479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0559833,"threshold_uncertainty_score":0.1113149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236616418825997,"score_gpt":0.3685859078827305,"score_spread":0.3262197436944705,"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."}}