{"id":"W2786627586","doi":"10.3390/risks6010008","title":"Health Care Workers’ Risk Perceptions and Willingness to Report for Work during an Influenza Pandemic","year":2018,"lang":"en","type":"article","venue":"Risks","topic":"Disaster Response and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; HEC Montréal","funders":"Canadian Institutes of Health Research","keywords":"Risk perception; Pandemic; Perception; Multinomial logistic regression; Work (physics); Health care; Psychology; Influenza pandemic; Environmental health; Public health; Logistic regression; Medicine; Actuarial science; Nursing; Business; Coronavirus disease 2019 (COVID-19); Political science; Disease; Statistics; Infectious disease (medical specialty)","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":[0.003046039,0.0001985076,0.0001516535,0.0006505657,0.0005045386,0.001014672,0.0003581813,0.0005656058,0.003173932],"category_scores_gemma":[0.01753889,0.0001575862,0.0003905523,0.0003747938,0.0006102229,0.0004002439,0.0007153725,0.0005924897,0.0002172934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007392404,"about_ca_system_score_gemma":0.0009371208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02461868,"about_ca_topic_score_gemma":0.03797592,"domain_scores_codex":[0.9982919,0.0007332191,0.0001463337,0.00009871205,0.0004229985,0.0003068651],"domain_scores_gemma":[0.9872862,0.005409272,0.004315256,0.000438323,0.001072498,0.001478465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000646871,0.0001102271,0.9924666,0.00001755282,0.00003763563,0.00004717258,0.002872973,0.00009000816,0.0001776667,0.00004795242,0.0001055657,0.003961931],"study_design_scores_gemma":[0.000002893639,0.00006453644,0.9941927,0.00001696,0.000008931073,0.0000318965,0.005256437,0.000164645,0.00004507811,0.0000360132,0.0001730907,0.000006924236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985921,0.00007213745,0.00006839627,0.0001762755,0.000003555708,0.000006670959,0.00002653943,0.000001151334,0.001053172],"genre_scores_gemma":[0.9996753,0.00004457932,0.00004346913,0.00002911144,0.00000514664,0.000004793953,0.00002537184,5.261516e-7,0.0001717441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02461868,"threshold_uncertainty_score":0.04895079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321784321536993,"score_gpt":0.5005343653726936,"score_spread":0.3683559332189943,"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."}}