{"id":"W6903441943","doi":"10.1108/ijes-07-2021-0050/full/html","title":"At the front of the front-line: Ontario paramedics' experiences of occupational safety, risk and communication during the 2020 COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Public health; Context (archaeology); Personal protective equipment; Suspect; Pandemic; Qualitative research; Stressor; Front line; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002073507,0.0003041258,0.000334673,0.0004159468,0.01005252,0.002786282,0.0009893045,0.00131863,0.003073837],"category_scores_gemma":[0.005350943,0.0004574847,0.0002624817,0.0005612468,0.00490823,0.001626366,0.003438421,0.001594321,0.0002340184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02169216,"about_ca_system_score_gemma":0.01950037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6594074,"about_ca_topic_score_gemma":0.8478912,"domain_scores_codex":[0.9980671,0.0007774498,0.00006779786,0.0001377081,0.000281338,0.0006685803],"domain_scores_gemma":[0.9964102,0.001148473,0.0006394889,0.0001086655,0.0006614549,0.001031696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008142759,0.00002431121,0.02490409,0.0001325792,0.000008697744,0.001076893,0.9665582,0.00004896727,0.0008117328,0.0003239524,0.00176609,0.004263123],"study_design_scores_gemma":[0.000007019522,0.00005615567,0.02670212,0.0001454228,0.00000751174,0.0001288938,0.9645474,0.00004586366,0.00006853493,0.000089069,0.008182584,0.00001945432],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993696,0.0003203336,0.000131122,0.002278117,0.00003309858,0.0000278558,0.00005889902,0.000004783355,0.003449904],"genre_scores_gemma":[0.9978898,0.0003206723,0.00008343821,0.0004423978,0.000008530791,0.00002202563,0.00002199825,0.000003392613,0.001207833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3405926,"threshold_uncertainty_score":0.6851968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407351151068756,"score_gpt":0.3954412924517843,"score_spread":0.2547061773449087,"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."}}