{"id":"W4283657425","doi":"10.1002/ajim.23409","title":"Perceived COVID‐19 health and job risks faced by digital platform drivers and measures in place to protect them: A qualitative study","year":2022,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Occupational safety and health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Personal protective equipment; Pandemic; Environmental health; Medical emergency; Virology; Disease; Infectious disease (medical specialty); Pathology; Outbreak","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":[0.006861568,0.0003404853,0.0004817563,0.001186931,0.006314544,0.002274284,0.0009716729,0.001011601,0.003744056],"category_scores_gemma":[0.007001856,0.0004775809,0.0002918605,0.0009634624,0.004535858,0.002311358,0.003622005,0.001424421,0.000372596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004879641,"about_ca_system_score_gemma":0.005478602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02720975,"about_ca_topic_score_gemma":0.04445254,"domain_scores_codex":[0.9973524,0.001423736,0.00009256234,0.0001966239,0.0002611743,0.000673415],"domain_scores_gemma":[0.9936857,0.003877429,0.0004408134,0.0001593779,0.0007907843,0.001045872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002937722,0.00006436316,0.009439301,0.0001511621,0.00000244259,0.0004943882,0.9851083,0.00001688175,0.0007683716,0.0003911983,0.0003204132,0.003213766],"study_design_scores_gemma":[0.000002408838,0.00004565936,0.003311867,0.0001000477,0.000001788598,0.00006949817,0.9932812,0.00003640181,0.0001264228,0.00007540826,0.00294292,0.000006271799],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963082,0.0001943935,0.0006967889,0.0006332819,0.00001762937,0.000183021,0.0001348621,0.000004909619,0.001827007],"genre_scores_gemma":[0.9954587,0.000512565,0.0007008814,0.0004897193,0.00001113307,0.0003706084,0.00006421538,0.000008375565,0.002383748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02720975,"threshold_uncertainty_score":0.05410278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438265671810532,"score_gpt":0.3931128125279862,"score_spread":0.2492862453469329,"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."}}