{"id":"W4313244851","doi":"10.3390/psychiatryint4010001","title":"Mental Health Risk Factors Related to COVID-19 among Canadian Public Safety Professionals","year":2022,"lang":"en","type":"article","venue":"Psychiatry International","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Toronto; Canadian Institute for Public Safety Research and Treatment; University of Regina; Queen's University; Thompson Rivers University","funders":"Queen's University; Canadian Institutes of Health Research; WorkSafe Victoria; WorkSafeBC","keywords":"Worry; Mental health; Pandemic; Occupational safety and health; Public health; Checklist; Anxiety; Psychology; Medicine; Personal protective equipment; Suicide prevention; Coronavirus disease 2019 (COVID-19); Poison control; Psychiatry; Clinical psychology; Nursing; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005269661,0.0002434688,0.0001858409,0.001015443,0.002272278,0.0007836149,0.0005034623,0.0003187909,0.002095817],"category_scores_gemma":[0.002396239,0.0002198058,0.0003272824,0.001290398,0.0005692478,0.0002660991,0.0007993543,0.0007370271,0.00009463564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007777761,"about_ca_system_score_gemma":0.01229037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9429812,"about_ca_topic_score_gemma":0.9724405,"domain_scores_codex":[0.9994579,0.00004473804,0.00002248852,0.00004539358,0.0002221843,0.0002072736],"domain_scores_gemma":[0.9989987,0.00007681262,0.0002960929,0.00002938916,0.0002976239,0.0003014997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001876538,0.00004807236,0.9935581,0.00001889253,0.00001193004,0.00007331208,0.002256917,0.00001626862,0.0001026378,0.00003241052,0.0004341125,0.003428569],"study_design_scores_gemma":[0.000002351047,0.00001952682,0.9947114,0.00001893279,0.000006408361,0.00005097727,0.004843052,0.00004237613,0.00001740054,0.0000103084,0.0002734281,0.000003849818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981762,0.0001571908,0.00001952783,0.000236103,0.000006868523,0.00002499882,0.0002000441,0.00000174433,0.00117736],"genre_scores_gemma":[0.9991615,0.0002605699,0.00004423788,0.00006937152,0.000006438289,0.000009257079,0.0001758691,6.43893e-7,0.0002721242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05701882,"threshold_uncertainty_score":0.1147092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265919818185587,"score_gpt":0.4210864777896364,"score_spread":0.3684272796077805,"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."}}