{"id":"W4285013332","doi":"10.53350/pjmhs22166333","title":"Risk Perception Mental Health Impact and Coping Strategies during Covid 19 Pandemic among Health Care Workers","year":2022,"lang":"en","type":"article","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Anxiety; Medicine; Health care; Pandemic; Mental health; Coping (psychology); Cross-sectional study; Perception; Family medicine; Psychiatry; Coronavirus disease 2019 (COVID-19); Psychology; Disease; Infectious disease (medical specialty)","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":[0.0005139578,0.0001938788,0.0001761131,0.0003430675,0.000534725,0.0005059323,0.0001632873,0.0003804764,0.001378854],"category_scores_gemma":[0.001744774,0.0001685637,0.0002873249,0.0002124242,0.0002394372,0.0002364239,0.0004641577,0.0005573056,0.000101127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003364527,"about_ca_system_score_gemma":0.0003636254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004334082,"about_ca_topic_score_gemma":0.006861841,"domain_scores_codex":[0.9996872,0.00007740985,0.00002133903,0.00002654463,0.00007719348,0.0001103602],"domain_scores_gemma":[0.9992821,0.0001123591,0.0003430907,0.00001866992,0.00007608663,0.0001677238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008340867,0.0003188407,0.9870325,0.00006948866,0.00003135656,0.0002629171,0.005571375,0.00003469514,0.0006436182,0.00002463701,0.000255111,0.005672119],"study_design_scores_gemma":[0.00000377788,0.0002531349,0.9902287,0.00003673463,0.000007770298,0.0001555685,0.009012054,0.00005674388,0.00005441981,0.0000198883,0.0001661468,0.00000508409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993911,0.0001540406,0.00001811097,0.0001066746,0.000004957467,0.00001265526,0.00004091615,7.38801e-7,0.0002707713],"genre_scores_gemma":[0.9995958,0.0001300894,0.00003305218,0.00003817771,0.000005586755,0.00001189043,0.00003735102,2.432497e-7,0.0001477611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004334082,"threshold_uncertainty_score":0.008617759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06238867767685899,"score_gpt":0.4499224757679805,"score_spread":0.3875337980911215,"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."}}