{"id":"W3157905546","doi":"10.11575/prism/38364","title":"Exploring academic integrity and mental health during COVID-19: Rapid review","year":2020,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Academic integrity; Coronavirus disease 2019 (COVID-19); Anxiety; Psychology; Set (abstract data type); Medical education; Medicine; Psychiatry; Social psychology; Computer science; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04527809,0.001060853,0.003804243,0.04203563,0.001780857,0.00707093,0.003533124,0.003957016,0.01295469],"category_scores_gemma":[0.2384066,0.001342833,0.003600998,0.03774923,0.002094036,0.009037148,0.005810237,0.002832419,0.002360372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007602998,"about_ca_system_score_gemma":0.04243497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01228677,"about_ca_topic_score_gemma":0.03942518,"domain_scores_codex":[0.9654846,0.01204869,0.01330627,0.001369521,0.007021792,0.0007691353],"domain_scores_gemma":[0.6285527,0.2658852,0.03957317,0.006811527,0.05599236,0.003184999],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001279182,0.00004396899,0.002542822,0.7468652,0.001263229,0.0003607005,0.002718131,0.0001043538,0.000260679,0.002229742,0.0376381,0.2058451],"study_design_scores_gemma":[0.00002723974,0.00005317903,0.003801977,0.8883607,0.001695952,0.000259872,0.001584658,0.00004659199,0.0001065149,0.0006927815,0.1033286,0.00004195742],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001890074,0.9674267,0.0008910289,0.01659455,0.001940621,0.002656155,0.003702561,0.00006068972,0.004837613],"genre_scores_gemma":[0.01406187,0.968309,0.003784369,0.006875938,0.0008864009,0.003372088,0.001796986,0.00005411901,0.0008592201],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.996043,"threshold_uncertainty_score":0.2394563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069232870034243,"score_gpt":0.3044073841805595,"score_spread":0.1974840971771351,"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."}}