{"id":"W4206402988","doi":"10.1136/fmch-2021-001553","title":"Staying psychologically safe as a doctor during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medical emergency; Face (sociological concept); Medicine; Infectious disease (medical specialty); Virology; Sociology","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":[0.002070802,0.0001756029,0.0003636073,0.0003131214,0.005962112,0.002708184,0.0005145035,0.002113072,0.003485002],"category_scores_gemma":[0.01584359,0.0002404706,0.0002611525,0.0003382337,0.002370616,0.002319731,0.003884314,0.006905349,0.0006308408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759707,"about_ca_system_score_gemma":0.004694438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00837756,"about_ca_topic_score_gemma":0.02312225,"domain_scores_codex":[0.997399,0.001175178,0.00009026331,0.0001394808,0.0004420326,0.0007540326],"domain_scores_gemma":[0.9944523,0.0008396818,0.0007907196,0.0001101867,0.0004451243,0.003361909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004395921,0.001035401,0.17826,0.001501931,0.0002590651,0.008791058,0.274128,0.0003081248,0.002672312,0.00894719,0.2978506,0.2258067],"study_design_scores_gemma":[0.00007805899,0.000974555,0.2839885,0.005016615,0.0001040715,0.01094014,0.4988074,0.0003423254,0.0004462106,0.009982727,0.1891365,0.0001828532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5329366,0.02197502,0.00169299,0.3866239,0.01007132,0.000128377,0.0003005471,0.00007505181,0.04619627],"genre_scores_gemma":[0.9315904,0.01466428,0.0008710759,0.04591921,0.003460711,0.0001018418,0.0001379564,0.00003688953,0.003217696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00837756,"threshold_uncertainty_score":0.01665759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3485351019346948,"score_gpt":0.5419448242012711,"score_spread":0.1934097222665763,"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."}}