{"id":"W3178495135","doi":"10.1136/bmjopen-2020-045675","title":"How have journalists been affected psychologically by their coverage of the COVID-19 pandemic? A descriptive study of two international news organisations","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Anxiety; Medicine; Distress; Pandemic; Patient Health Questionnaire; Psychiatry; Depression (economics); Mental health; General Health Questionnaire; Clinical psychology; Coronavirus disease 2019 (COVID-19); Disease; Depressive symptoms; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001324279,0.0002386948,0.0004467875,0.001187588,0.001695455,0.002010379,0.0004118728,0.000934288,0.001687015],"category_scores_gemma":[0.007275169,0.0005599046,0.0003694112,0.001233852,0.0009904348,0.001681071,0.001219283,0.001122159,0.0004022039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008687158,"about_ca_system_score_gemma":0.0009454596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006417625,"about_ca_topic_score_gemma":0.01197056,"domain_scores_codex":[0.9990093,0.000327184,0.0001283416,0.0001092558,0.0001604922,0.0002653096],"domain_scores_gemma":[0.9932709,0.001825888,0.003309521,0.0001684343,0.0004641843,0.0009610814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002848133,0.0005322728,0.9411101,0.0001371819,0.0000457813,0.001075495,0.05180791,0.00001740284,0.0004719626,0.0000535305,0.0005975576,0.00386604],"study_design_scores_gemma":[0.00001559013,0.0006283168,0.8710386,0.00005446039,0.00001760085,0.001096067,0.1255523,0.0000303192,0.00008609718,0.00001642249,0.001444278,0.00001995301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999194,0.0001636801,0.00001316161,0.0001283284,0.000007765481,0.00002187348,0.00007450005,8.0148e-7,0.0003959897],"genre_scores_gemma":[0.9985315,0.0003915012,0.00004938122,0.0002833709,0.00003429202,0.00007736263,0.0001413724,0.000002153428,0.0004890416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006417625,"threshold_uncertainty_score":0.01276058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2667275119599459,"score_gpt":0.5117237064180957,"score_spread":0.2449961944581498,"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."}}