{"id":"W6901674856","doi":"10.60692/9em8a-j1x15","title":"Psychological distress during the COVID-19 pandemic in Canada","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada; University of Ottawa","funders":"","keywords":"Odds; Odds ratio; Distress; Psychological distress; Confidence interval; Logistic regression; Pandemic","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":[0.0003784061,0.0002214162,0.0002808625,0.0006978486,0.002161289,0.0008329155,0.0004486258,0.0002730411,0.001364152],"category_scores_gemma":[0.001698613,0.0002074582,0.0005033121,0.002312808,0.0006103643,0.0002945306,0.0009177594,0.0007535948,0.0000795432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01478668,"about_ca_system_score_gemma":0.01770021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890644,"about_ca_topic_score_gemma":0.9929799,"domain_scores_codex":[0.9995388,0.00004071309,0.00002825667,0.00005665297,0.0001336937,0.0002019481],"domain_scores_gemma":[0.999002,0.00005576001,0.0002772553,0.00001943851,0.0003093018,0.0003363099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005449412,0.00001771564,0.9946466,0.00002841663,0.00002752472,0.00008660184,0.00085412,0.00006952338,0.00008211841,0.00004054799,0.0006173442,0.003474974],"study_design_scores_gemma":[0.000002150587,0.00001038778,0.9981988,0.00002071309,0.000008167266,0.00003732162,0.001342046,0.0000921204,0.00001469874,0.00001196405,0.0002557971,0.000005857872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995948,0.0007185988,0.00004187053,0.0005163917,0.00001293668,0.00002658571,0.001290596,0.000004429126,0.001440582],"genre_scores_gemma":[0.9985371,0.0005416531,0.00005406068,0.00008366322,0.000005203868,0.000006745966,0.0004224081,0.000001131399,0.0003480181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01478668,"threshold_uncertainty_score":0.1072853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100665694405458,"score_gpt":0.340748330888927,"score_spread":0.2400826364834689,"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."}}