{"id":"W4388296172","doi":"10.1017/ash.2023.463","title":"COVID-19 and British Columbia’s volunteer search and rescue workers: risk recognition and risk mitigation","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychological intervention; Personal protective equipment; Public relations; Volunteer; Pandemic; Professional association; Medicine; Psychology; Business; Nursing; Political science; Coronavirus disease 2019 (COVID-19)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01203276,0.0002398404,0.0007806057,0.0002183007,0.001990812,0.00006862602,0.0001376017,0.0005946685,0.0001679751],"category_scores_gemma":[0.006454531,0.0003209063,0.00007251008,0.0004201159,0.0004559269,0.0001937476,0.0004942464,0.001191429,0.0001709501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252146,"about_ca_system_score_gemma":0.0005111573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.57053,"about_ca_topic_score_gemma":0.4966753,"domain_scores_codex":[0.9873421,0.009198608,0.001082733,0.001011271,0.0001505085,0.001214756],"domain_scores_gemma":[0.9949679,0.003292576,0.0003136761,0.0003464521,0.0001785625,0.0009008046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002054044,0.00002538268,0.8297049,0.001426008,0.00007949513,0.00003677755,0.003751438,0.00000882979,0.00001382516,0.00005477298,0.1214523,0.04324086],"study_design_scores_gemma":[0.002138884,0.0004304397,0.941596,0.0007652767,0.0001254038,0.00006004517,0.008073068,0.0003383957,0.000001537225,0.007209633,0.03883072,0.0004306235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730842,0.00112632,0.0003498771,0.02164032,0.0005684743,0.001925155,0.0008558434,0.0002883253,0.0001615002],"genre_scores_gemma":[0.9332141,0.04012793,0.0008911646,0.02139259,0.0004411933,0.0002467426,0.000669265,0.00007333476,0.002943703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.111891,"threshold_uncertainty_score":0.9999243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443845812369892,"score_gpt":0.4229095072829075,"score_spread":0.2785249260459184,"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."}}