{"id":"W4324137855","doi":"10.1136/oem-2023-epicoh.89","title":"O-82 Mental health and life satisfaction among Canadian paramedics during the COVID-19 pandemic: an update","year":2023,"lang":"en","type":"article","venue":"Abstracts","topic":"Stress and Burnout Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Public Health Ontario; University of British Columbia; Island Health; Occupational Cancer Research Centre; BC Children's Hospital; University of Toronto","funders":"","keywords":"Mental health; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Coping (psychology); Suicidal ideation; Psychiatry; Clinical psychology; Psychology; Suicide prevention; Poison control; Environmental health","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":[0.002026735,0.0006573006,0.001096338,0.006846698,0.002021529,0.002944913,0.001673391,0.001250968,0.004305067],"category_scores_gemma":[0.00486337,0.0004131833,0.001112067,0.01207347,0.0007163836,0.001027526,0.001197289,0.001226447,0.00057323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02731965,"about_ca_system_score_gemma":0.05131428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9743546,"about_ca_topic_score_gemma":0.9831806,"domain_scores_codex":[0.9988028,0.00006627235,0.0001208037,0.0001026138,0.0006347114,0.0002727018],"domain_scores_gemma":[0.992067,0.0006533494,0.0004900738,0.0001271497,0.005956046,0.000706427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003185583,0.0001942534,0.3419906,0.00773222,0.0004992266,0.0004630931,0.002228436,0.0001852032,0.0002978833,0.0005774021,0.1202027,0.5253104],"study_design_scores_gemma":[0.00004616833,0.0001004482,0.8507773,0.008199794,0.000443021,0.0006169478,0.002658609,0.0001772421,0.0001097504,0.0001074353,0.1366779,0.00008529022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1149111,0.769222,0.0005624933,0.01692355,0.002279846,0.0006547577,0.05017131,0.0001842587,0.04509063],"genre_scores_gemma":[0.3035384,0.6558336,0.001978685,0.005193005,0.001480238,0.0004710159,0.02686657,0.0000504103,0.00458805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02731965,"threshold_uncertainty_score":0.1982189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08819360205553711,"score_gpt":0.403943574526647,"score_spread":0.3157499724711099,"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."}}