{"id":"W3188299500","doi":"10.1503/cmaj.210131","title":"Illuminating and mitigating the evolving impacts of COVID-19 on ethnocultural communities: a participatory action mixed-methods study","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Thematic analysis; Participatory action research; Social capital; Community-based participatory research; Poverty; Community resilience; Social determinants of health; Health equity; Community engagement; Citizen journalism; Public relations; Sociology; Economic growth; Medicine; Political science; Qualitative research; Public health; Nursing; Resource (disambiguation); Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.08658447,0.001344477,0.0009765401,0.002637669,0.01529106,0.005765473,0.004394145,0.002953,0.004891887],"category_scores_gemma":[0.03937295,0.001051529,0.001153397,0.001654641,0.0115358,0.004152726,0.01432318,0.003140026,0.0004521692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00746111,"about_ca_system_score_gemma":0.0212805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009430274,"about_ca_topic_score_gemma":0.02533329,"domain_scores_codex":[0.9421909,0.0494449,0.0009452638,0.002343898,0.001798647,0.003276428],"domain_scores_gemma":[0.9455992,0.0406887,0.002299542,0.003277543,0.004523901,0.003611107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003733615,0.001518012,0.006842266,0.0009383744,0.00005401158,0.001291946,0.933965,0.000373937,0.001305341,0.00671157,0.001901891,0.0447242],"study_design_scores_gemma":[0.0003582213,0.001568265,0.004320772,0.001402556,0.0001127378,0.0003064333,0.9489206,0.001084684,0.001533035,0.009046562,0.03127635,0.00006973724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291808,0.001608414,0.0274712,0.005646889,0.0002905661,0.02271666,0.000386612,0.00008327525,0.01261562],"genre_scores_gemma":[0.9072982,0.001391095,0.05173092,0.003334671,0.0001448954,0.0316441,0.0002070324,0.00006488744,0.004184088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9905697,"threshold_uncertainty_score":0.4579079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114180734886663,"score_gpt":0.4844069425854972,"score_spread":0.3729888690968309,"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."}}