{"id":"W3159136907","doi":"10.1097/jom.0000000000002204","title":"Mental Health Status of Canadian Funeral Service Workers at the Beginning of the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Anxiety; Mental health; Pandemic; Depression (economics); Patient Health Questionnaire; Medicine; Cross-sectional study; Occupational stress; Coronavirus disease 2019 (COVID-19); Service personnel; Psychiatry; Service (business); Family medicine; Depressive symptoms; Clinical psychology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003579516,0.000239254,0.0002035915,0.001034455,0.002199346,0.0008209316,0.0005952037,0.0004562461,0.001629347],"category_scores_gemma":[0.001071261,0.0002044509,0.0003110366,0.001241171,0.000568496,0.0002564983,0.0005731832,0.0006717735,0.0001563035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008743735,"about_ca_system_score_gemma":0.008111942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9611624,"about_ca_topic_score_gemma":0.9787855,"domain_scores_codex":[0.9995309,0.00002605686,0.00001564658,0.000037589,0.0001422119,0.0002476076],"domain_scores_gemma":[0.9993249,0.00002461733,0.0001496162,0.000008856925,0.0002199818,0.0002719526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004401599,0.00005014718,0.9959102,0.00001885937,0.00001470447,0.00006958641,0.001221285,0.00002505732,0.0001532381,0.00001543067,0.0005153799,0.001962212],"study_design_scores_gemma":[0.000001354438,0.0000217888,0.9972414,0.00001207605,0.000003014246,0.00002715221,0.00244857,0.00002654965,0.00001523608,0.000002735263,0.0001966299,0.000003460804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974244,0.0002275306,0.00001308815,0.0001762636,0.000008700041,0.0000255804,0.001020193,0.000002029338,0.00110235],"genre_scores_gemma":[0.9988027,0.0001640482,0.0000343471,0.00006978126,0.000004728136,0.00001009832,0.0004611253,7.914518e-7,0.0004524123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03883761,"threshold_uncertainty_score":0.07813263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164497076468549,"score_gpt":0.4037420363458882,"score_spread":0.2872923286990333,"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."}}