{"id":"W4297256014","doi":"10.1038/s41598-022-20379-1","title":"Symptoms of depression and anxiety increased marginally from before to during the COVID-19 pandemic among young adults in Canada","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; University of Toronto; St. Michael's Hospital; McGill University; Centre Hospitalier de l’Université de Montréal; Université de Moncton; Université de Sherbrooke; Université de Montréal; Public Health Ontario; Vitalité Health Network","funders":"Canadian Institutes of Health Research; Canadian Cancer Society","keywords":"Anxiety; Depression (economics); Mood; Generalized anxiety disorder; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Young adult; Clinical psychology; Demography; Psychology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000559672,0.0002426732,0.0003063809,0.0008501873,0.001844233,0.001040354,0.0007788085,0.0004446032,0.001371907],"category_scores_gemma":[0.002615554,0.0002831994,0.0005861522,0.001639946,0.0005673511,0.0003805486,0.0007237869,0.0007501478,0.0001235509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01422133,"about_ca_system_score_gemma":0.0166027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9785457,"about_ca_topic_score_gemma":0.9898151,"domain_scores_codex":[0.9992625,0.0000618926,0.00005073165,0.0001181164,0.0002159084,0.0002907807],"domain_scores_gemma":[0.9981266,0.0001118606,0.0004165127,0.00004250245,0.0007546482,0.0005478801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000412526,0.00001469209,0.9961653,0.00001714338,0.00002181202,0.00004371361,0.0007173473,0.00002197553,0.0001110936,0.00001373639,0.0002583254,0.002573616],"study_design_scores_gemma":[0.000002070665,0.00001675604,0.9987564,0.00001279454,0.00000829595,0.00002432799,0.0009554209,0.00003505539,0.00002739707,0.000004459344,0.0001533275,0.000003675885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967784,0.0004104649,0.00004371141,0.0002707757,0.000011471,0.00003117143,0.001372367,0.000005910152,0.001075705],"genre_scores_gemma":[0.9987539,0.0002441375,0.00006298171,0.0001155229,0.000005357976,0.00001296844,0.0004515545,0.000001806558,0.0003517172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02145433,"threshold_uncertainty_score":0.1031834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141152801019739,"score_gpt":0.2960321560403937,"score_spread":0.2819168759384198,"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."}}