{"id":"W4404778520","doi":"10.1080/14427591.2024.2428335","title":"Exploring the occupational engagement and its impact on the well-being of young adults with self-identified anxiety and depression during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Anxiety; Occupational science; Psychology; Depression (economics); 2019-20 coronavirus outbreak; Clinical psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Developmental psychology; Psychiatry; Occupational therapy; Medicine; Virology; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003116885,0.0002323341,0.0004104841,0.0006406421,0.003334521,0.002747626,0.0005526143,0.0006254587,0.001298685],"category_scores_gemma":[0.005561574,0.0002160036,0.000469674,0.0006004231,0.00231976,0.001164129,0.003471829,0.001249448,0.0001446567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005243246,"about_ca_system_score_gemma":0.008518304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1126589,"about_ca_topic_score_gemma":0.2977623,"domain_scores_codex":[0.9978532,0.0008835368,0.00009813807,0.0001082058,0.0002911095,0.0007658239],"domain_scores_gemma":[0.9970898,0.0008313285,0.0005435274,0.00008278123,0.0004858924,0.0009666267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008050405,0.0001702247,0.3250687,0.0002543537,0.00003672512,0.0007312923,0.6533889,0.00005725177,0.0005817829,0.0004598517,0.000868634,0.01830173],"study_design_scores_gemma":[0.000005995415,0.0001393623,0.202899,0.0002414769,0.00001848543,0.0001547854,0.7931544,0.00006880104,0.000110855,0.000138766,0.003052294,0.00001574314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976773,0.0003123689,0.00006406848,0.000585907,0.00001811712,0.00002637182,0.00003671236,0.000001075813,0.001278225],"genre_scores_gemma":[0.9990841,0.0003692649,0.00006810536,0.0001527655,0.000004768967,0.00002416077,0.00002704413,9.102862e-7,0.0002687582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126589,"threshold_uncertainty_score":0.2240064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2026757543159872,"score_gpt":0.4863244756798765,"score_spread":0.2836487213638893,"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."}}