{"id":"W3096747163","doi":"10.31235/osf.io/76me2","title":"Mental Health and Economic Concerns from March to May during the COVID-19 Pandemic in Canada","year":2020,"lang":"en","type":"article","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Pandemic; Mental health; Psychological intervention; Coronavirus disease 2019 (COVID-19); Population; Environmental health; Medicine; Demography; Psychology; Economic growth; Development economics; Psychiatry; Economics; Sociology; 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":[0.0008884988,0.0003177262,0.0003175633,0.001291298,0.003954723,0.001786047,0.001134458,0.0005024361,0.002657717],"category_scores_gemma":[0.002932406,0.0002683403,0.0006124767,0.003137406,0.0009903725,0.0006549431,0.001705184,0.001426112,0.0001458459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.043474,"about_ca_system_score_gemma":0.03739387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943479,"about_ca_topic_score_gemma":0.997361,"domain_scores_codex":[0.9988134,0.00009233812,0.00003860501,0.00008310531,0.0002627395,0.0007097806],"domain_scores_gemma":[0.9976295,0.0001137817,0.000533025,0.00004748268,0.0008425966,0.0008336192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000946134,0.00005991307,0.9827259,0.00005450394,0.00005959077,0.0001051997,0.003476628,0.0001331788,0.00007472091,0.0001616621,0.004492416,0.008561638],"study_design_scores_gemma":[0.000002526795,0.00001082528,0.9946117,0.00004145316,0.00000945222,0.00002198478,0.004106537,0.00008643824,0.00002768091,0.00002565697,0.001047068,0.00000862975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852349,0.001308475,0.00006856454,0.003380876,0.00005215066,0.00006895214,0.005587601,0.000008707124,0.004289811],"genre_scores_gemma":[0.9961758,0.0007570984,0.00009269558,0.0004061724,0.00001677091,0.00002370397,0.001649097,0.000003095875,0.0008756448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.043474,"threshold_uncertainty_score":0.3154274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171108707055565,"score_gpt":0.4214222328290822,"score_spread":0.3043113621235257,"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."}}