{"id":"W3101415341","doi":"10.5864/d2020-017","title":"Experiences of Environmental Public Health Professionals during the COVID-19 pandemic response in Canada","year":2020,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; Public health; Coronavirus disease 2019 (COVID-19); Work (physics); Certification; Enforcement; Public relations; Mental health; Qualitative research; Psychology; Nursing; Political science; Environmental health; Medicine; Sociology; Engineering; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004068387,0.0003122899,0.0007706867,0.001068201,0.01398711,0.005079924,0.001738539,0.001541679,0.00347189],"category_scores_gemma":[0.006881317,0.0004340541,0.0003594655,0.003117562,0.007789052,0.001894538,0.00490222,0.003043044,0.0001659486],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06106357,"about_ca_system_score_gemma":0.1286126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9518006,"about_ca_topic_score_gemma":0.9832444,"domain_scores_codex":[0.994524,0.001910117,0.000127421,0.0002428694,0.001118206,0.002077302],"domain_scores_gemma":[0.9939569,0.001730747,0.0004912676,0.00006970733,0.001493305,0.002258043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001114506,0.000113583,0.0209602,0.002219877,0.00005869475,0.00191646,0.9027169,0.0001362896,0.0003096111,0.003043468,0.0180739,0.05033962],"study_design_scores_gemma":[0.000008938884,0.00004045348,0.02823121,0.00198186,0.00002356619,0.0002586884,0.9284859,0.0000310964,0.00006021862,0.0001591238,0.04068317,0.00003573686],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8574721,0.06540161,0.0003327035,0.03350912,0.000816004,0.0001558533,0.0003828059,0.00002030246,0.04190953],"genre_scores_gemma":[0.9506547,0.04061051,0.0001704063,0.004406676,0.00007649447,0.00005553131,0.0001041214,0.00001677173,0.003904804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9389364,"threshold_uncertainty_score":0.4430493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513858775474605,"score_gpt":0.4363132023495738,"score_spread":0.2849273248021134,"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."}}