{"id":"W4406243203","doi":"10.3390/children12010079","title":"Unpacking the Mood States of Children and Youth in Saskatchewan, Canada, in the Context of the COVID-19 Pandemic: Insights from the “See Us, Hear Us 2.0” Study","year":2025,"lang":"en","type":"article","venue":"Children","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; Saskatchewan Health Authority; University of Saskatchewan; Saskatchewan Health","funders":"Canadian Institutes of Health Research","keywords":"Mood; Mental health; Psychology; Coping (psychology); Ethnic group; Psychological intervention; Pandemic; Clinical psychology; Developmental psychology; Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Political science; Disease","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":[0.0007296579,0.0002030937,0.0003507238,0.00006412224,0.0002281348,0.00002001711,0.0007908258,0.00008036385,0.00002240505],"category_scores_gemma":[0.00009102893,0.00009318965,0.00005751624,0.0004834274,0.0002686149,0.00003188328,0.0002059928,0.0004862129,7.827774e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002462406,"about_ca_system_score_gemma":0.001198283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9677715,"about_ca_topic_score_gemma":0.9916127,"domain_scores_codex":[0.9974836,0.00105863,0.0005268439,0.0003553706,0.0002854099,0.0002901155],"domain_scores_gemma":[0.9977207,0.001188094,0.0002108427,0.0008011099,0.000023442,0.00005579021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011049,0.0002041614,0.8760843,0.00000763773,0.000105859,8.871804e-7,0.1212266,0.00002065753,0.000005733584,0.000157671,0.00094992,0.001135482],"study_design_scores_gemma":[0.002161935,0.00007220328,0.886577,0.00004692521,0.00006704826,0.000003240015,0.1104102,0.000002643304,0.00002563083,0.0003500982,0.0001995415,0.00008357727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914636,0.002515155,0.000002897146,0.002995004,0.0001932031,0.001989403,0.0006424137,0.000009482573,0.0001888558],"genre_scores_gemma":[0.9878018,0.0000538973,0.000001049852,0.01193391,0.00004366229,0.00003092539,0.00005759073,0.00001254778,0.00006463708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0238412,"threshold_uncertainty_score":0.3800164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200777138884509,"score_gpt":0.3321330626152023,"score_spread":0.3001252912263572,"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."}}