{"id":"W4298148696","doi":"10.12968/ippr.2022.12.3.45","title":"Challenges and changes with COVID-19: Canadian paramedics' experiences","year":2022,"lang":"en","type":"article","venue":"International Paramedic Practice","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic; Saskatchewan Polytechnic","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Nursing; Outbreak; Psychiatry","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":[0.003887631,0.0003918369,0.0004495836,0.0008683446,0.02291773,0.00530843,0.001821102,0.002678296,0.003924527],"category_scores_gemma":[0.01215713,0.0004447963,0.0004009521,0.001826897,0.007393832,0.002224852,0.006446542,0.004742685,0.0003223922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04003001,"about_ca_system_score_gemma":0.06431281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8951065,"about_ca_topic_score_gemma":0.945628,"domain_scores_codex":[0.996129,0.001106719,0.0001413246,0.0003172545,0.0007300978,0.001575549],"domain_scores_gemma":[0.9929814,0.00173873,0.000561997,0.0001756023,0.001435413,0.003106809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005417599,0.00003413319,0.0137538,0.0001251096,0.000008940382,0.001651514,0.971736,0.0000705718,0.000316074,0.0008985295,0.004062959,0.007288248],"study_design_scores_gemma":[0.000004629709,0.00004156058,0.00890495,0.0001335462,0.000005046075,0.0003007026,0.9704945,0.00003409635,0.00005043595,0.00008462566,0.01991857,0.00002733828],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672757,0.001422875,0.00028104,0.01481126,0.0002296742,0.0001186621,0.0002917089,0.00001690783,0.01555209],"genre_scores_gemma":[0.9931101,0.001495529,0.0002120282,0.002052292,0.00003398502,0.00004486995,0.0000663608,0.00001197612,0.002972995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048935,"threshold_uncertainty_score":0.2904395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134027986116781,"score_gpt":0.4649504673364694,"score_spread":0.3309224812196884,"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."}}