{"id":"W141078010","doi":"10.5055/ajdm.2009.0046","title":"Almost only women: Canadian volunteer response to the 1918-1920 pandemic","year":2009,"lang":"en","type":"article","venue":"American Journal of Disaster Medicine","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Volunteer; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Medical emergency; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Virology; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009052042,0.0001613882,0.0003501917,0.00003611635,0.0001595321,0.00002080055,0.0004751393,0.00003467693,0.0003414109],"category_scores_gemma":[0.0001029187,0.00004037064,0.00008119691,0.0006777069,0.0001716591,0.00008478865,0.00001848966,0.0002611871,0.00003859567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340675,"about_ca_system_score_gemma":0.00006496067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004699593,"about_ca_topic_score_gemma":0.01814531,"domain_scores_codex":[0.9984556,0.0001931068,0.000400223,0.0001513402,0.0003718242,0.0004278765],"domain_scores_gemma":[0.9986229,0.0002342517,0.0002466102,0.00007964521,0.0001476774,0.0006689131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001551779,0.00007403571,0.02008911,9.509057e-7,0.00006165753,0.00008862207,0.01791354,0.000008182527,0.04536099,0.0000400323,0.0356794,0.8791317],"study_design_scores_gemma":[0.0002118357,0.005188498,0.5946768,0.00004505162,0.00002225704,0.0003525229,0.02638106,0.00000121179,0.000005249946,0.00004723591,0.3729413,0.0001270502],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905014,0.0001464401,0.000008465477,0.09381425,0.0001760961,0.00009742123,0.00001224607,0.000008679815,0.000722388],"genre_scores_gemma":[0.9711239,0.00003776264,0.00002385001,0.02683353,0.001234153,0.000001616726,0.000004262434,9.911147e-7,0.0007399906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8790047,"threshold_uncertainty_score":0.999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009048745014643441,"score_gpt":0.2270160770994062,"score_spread":0.2179673320847628,"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."}}