{"id":"W3016414758","doi":"10.1016/j.cjca.2020.04.012","title":"Feel Better, Work Better: The COVID-19 Perspective","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Canada; University of Ottawa; Canadian Armed Forces; Department of National Defence; University of Alberta","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Perspective (graphical); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Work (physics); Coronavirus Infections; Pandemic; Virology; Artificial intelligence; Internal medicine; Mechanical engineering; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01230737,0.0007347661,0.0009960819,0.002789365,0.01735022,0.01881118,0.002107805,0.01478788,0.01631256],"category_scores_gemma":[0.01545913,0.000460803,0.0006857184,0.002426205,0.0281857,0.008986337,0.009335608,0.02879387,0.002247494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02447205,"about_ca_system_score_gemma":0.05789897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2159532,"about_ca_topic_score_gemma":0.4435796,"domain_scores_codex":[0.988736,0.004081372,0.0003842086,0.0006823949,0.003054364,0.003061608],"domain_scores_gemma":[0.9702527,0.006960405,0.001322401,0.0003830984,0.005349336,0.01573208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009977398,0.0003067399,0.007738407,0.0005549515,0.00006547932,0.0008841993,0.03995817,0.00007997561,0.0002154469,0.3527549,0.5415325,0.05580954],"study_design_scores_gemma":[0.00005655622,0.0001196318,0.009991821,0.003493891,0.00003963479,0.0008710741,0.1218814,0.00009564879,0.00008098123,0.0697569,0.7935103,0.0001022112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003474534,0.01547185,0.0001618635,0.9308472,0.007031645,0.000007518782,0.00005372537,0.000004851186,0.04294671],"genre_scores_gemma":[0.2250687,0.05702345,0.0006623685,0.6758254,0.01697932,0.00005786321,0.0001251276,0.00004843577,0.02420938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2159532,"threshold_uncertainty_score":0.4293924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040748323345447,"score_gpt":0.40819064370099,"score_spread":0.3041158113664453,"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."}}