{"id":"W3184508913","doi":"10.1108/mhsi-05-2021-0021","title":"Wellness, blaming and coping during a pandemic: an analysis of perceptions on reddit","year":2021,"lang":"en","type":"article","venue":"Mental Health and Social Inclusion","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; St. Jerome's University","funders":"","keywords":"Pandemic; Thematic analysis; Mental health; Coping (psychology); Psychology; Perception; Originality; Social connectedness; Public health; Qualitative research; Coronavirus disease 2019 (COVID-19); Public relations; Medicine; Nursing; Social psychology; Sociology; Political science; Clinical psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004529799,0.0000532389,0.0001660118,0.0001021453,0.003958107,0.00003524019,0.00003495176,0.0000594271,0.0001230061],"category_scores_gemma":[0.00003100331,0.00005404832,0.00003329386,0.000318399,0.00009548278,0.0002015264,0.0001342179,0.00006875551,7.381744e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653691,"about_ca_system_score_gemma":0.0001537267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517687,"about_ca_topic_score_gemma":0.003877713,"domain_scores_codex":[0.9991077,0.0001687341,0.0001944309,0.000107008,0.0002516494,0.0001704494],"domain_scores_gemma":[0.9996358,0.00002566485,0.00009637204,0.00004226846,0.00002942108,0.0001704488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004056172,0.00008005432,0.01058666,0.00009168218,0.00002838517,6.823989e-7,0.943341,0.00000472535,0.000866226,0.003412453,0.0001341222,0.04141344],"study_design_scores_gemma":[0.001182362,0.0002053776,0.3261981,0.0001661362,0.00008042082,0.000002703898,0.6616015,0.001608926,0.0002389715,0.0003878887,0.008032206,0.000295441],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955401,0.0001070577,0.00002255437,0.003205593,0.00006027912,0.0000908112,0.00002208596,0.00001917994,0.000932284],"genre_scores_gemma":[0.9972751,0.001248076,0.00003750443,0.001154128,0.00006624352,5.964944e-7,0.00006453497,0.00000275554,0.0001510282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3156114,"threshold_uncertainty_score":0.9973386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392838756901538,"score_gpt":0.3858069354352489,"score_spread":0.3518785478662335,"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."}}