{"id":"W2067320664","doi":"10.1111/j.1750-2659.2008.00042.x","title":"Willingness to volunteer during an influenza pandemic: perspectives from students and staff at a large Canadian university","year":2008,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Disaster Response and Management","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fondation pour la Recherche Médicale","keywords":"Pandemic; Volunteer; Logistic regression; Influenza pandemic; Health care; Medicine; Personal protective equipment; Willingness to accept; Family medicine; Psychology; Willingness to pay; Coronavirus disease 2019 (COVID-19); Political science; Infectious disease (medical specialty)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000273772,0.0002330511,0.0002675058,0.0002508074,0.00142297,0.0000296464,0.0002517051,0.0001494815,0.0003673622],"category_scores_gemma":[0.00005458461,0.0002272528,0.00003208171,0.0001598416,0.0001148196,0.0003279477,0.0003630977,0.0002194055,0.0001591263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377193,"about_ca_system_score_gemma":0.0001949313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04625961,"about_ca_topic_score_gemma":0.237517,"domain_scores_codex":[0.9980097,0.0003980069,0.0002832359,0.0005060098,0.0002443164,0.0005587711],"domain_scores_gemma":[0.9987383,0.00008412659,0.0000998313,0.0003688224,0.00007430422,0.0006345802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007210912,0.00006519986,0.9231216,0.00002723412,0.00007141828,0.0000707228,0.07493757,0.000004937834,0.0003275366,0.0001466504,0.0004429574,0.00006312782],"study_design_scores_gemma":[0.001380257,0.00006990061,0.3780844,0.00006186011,0.00001833298,7.212355e-7,0.02074351,0.000001157365,0.00001068628,0.00001102815,0.5994407,0.0001774059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996817,0.000718803,0.000009324342,0.000008263188,0.00007836495,0.0006079599,0.0002684161,0.0001018945,0.001389983],"genre_scores_gemma":[0.910248,0.00001208219,0.0000427284,0.08878931,0.0001596358,0.00002918341,5.703445e-7,0.00006217502,0.0006563272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5989978,"threshold_uncertainty_score":0.999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1917812930028143,"score_gpt":0.4327424825518711,"score_spread":0.2409611895490568,"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."}}