{"id":"W4408468442","doi":"10.1111/cch.70063","title":"Child Well‐Being and Family Quality of Life During the COVID‐19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Alberta Innovates; Alberta Children's Hospital Foundation; Children's Hospital Foundation; Alberta Health Services","keywords":"Mental health; Medicine; Pandemic; Stressor; Quality of life (healthcare); Demography; Cohort; Gerontology; Pediatrics; Psychiatry; Coronavirus disease 2019 (COVID-19); Disease; Nursing","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":[0.000700495,0.0001677767,0.0003405563,0.0001110869,0.0008964783,0.00001446538,0.0001143609,0.00008757983,0.00002798913],"category_scores_gemma":[0.00006379227,0.0001300749,0.00003057459,0.0001559373,0.0000971865,0.0000243554,0.0001319218,0.0002628036,0.000005664309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421297,"about_ca_system_score_gemma":0.001934038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127433,"about_ca_topic_score_gemma":0.0009743354,"domain_scores_codex":[0.9982185,0.0002043585,0.0006191987,0.0003894051,0.0001627644,0.0004057917],"domain_scores_gemma":[0.9988335,0.0001873727,0.0001660419,0.0002505025,0.00003044433,0.000532168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002698066,0.00006356815,0.8540773,0.003517772,0.0000585189,0.000001930739,0.05047241,9.634663e-7,0.000003118326,0.003283635,0.0009253622,0.08732557],"study_design_scores_gemma":[0.001506035,0.00004540783,0.8165159,0.0001431604,0.000003376716,0.0000114786,0.01421229,4.226351e-7,0.000007954618,0.00005407224,0.1673821,0.0001178278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426152,0.03887374,0.000218326,0.005045139,0.000478187,0.0007010227,0.00001348218,0.0000619978,0.01199286],"genre_scores_gemma":[0.9484783,0.002205963,0.0001021936,0.0488169,0.00004731233,0.00005041114,0.00002324623,0.000009403615,0.000266225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1664567,"threshold_uncertainty_score":0.6895077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06344424544304772,"score_gpt":0.4117632602358268,"score_spread":0.348319014792779,"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."}}