{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027334,0.0003483895,0.0002381897,0.0006962585,0.02264116,0.003560786,0.0009607766,0.00145516,0.009623108],"category_scores_gemma":[0.002278463,0.0002020795,0.0001967851,0.001100295,0.004540968,0.0009723674,0.002399378,0.002637056,0.0009274358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03350742,"about_ca_system_score_gemma":0.05451163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9745702,"about_ca_topic_score_gemma":0.99308,"domain_scores_codex":[0.9990389,0.0001391732,0.00001071368,0.00007038426,0.0002525124,0.0004882795],"domain_scores_gemma":[0.9981598,0.00009560306,0.00005868247,0.00002883557,0.0004733365,0.001183692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002496035,0.00006288869,0.02883001,0.0001802717,0.00002392736,0.002545622,0.1629584,0.0001529088,0.001416191,0.02851223,0.6843635,0.09070437],"study_design_scores_gemma":[0.00002232285,0.00003942542,0.02029334,0.0001494935,0.00001369123,0.000493459,0.1591715,0.00009702329,0.0001326226,0.001046856,0.8184883,0.00005212957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2638534,0.01082954,0.0008981344,0.3869677,0.00620877,0.0001573852,0.001203444,0.0001333111,0.3297483],"genre_scores_gemma":[0.8135211,0.01254521,0.0009073851,0.05234922,0.0009267494,0.00005594251,0.0005189697,0.0001240928,0.1190513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03350742,"threshold_uncertainty_score":0.2431145,"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."}}