{"id":"W4410721427","doi":"10.3390/tropicalmed10060149","title":"Assessing the 1918/19 Pandemic Influenza and Respiratory Tuberculosis Interaction in Malta: Operationalizing a Syndemic During a Crisis Event","year":2025,"lang":"en","type":"article","venue":"Tropical Medicine and Infectious Disease","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; Trent University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Syndemic; Life expectancy; Pandemic; Environmental health; Demography; Influenza pandemic; Medicine; Public health; Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Population; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0009454573,0.0004537085,0.0003211584,0.001599754,0.001273716,0.001905644,0.0006419384,0.0004583,0.001792963],"category_scores_gemma":[0.002780036,0.0001888371,0.0004939535,0.001905836,0.001001335,0.001196557,0.003646722,0.0008165093,0.0001389666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002749567,"about_ca_system_score_gemma":0.001429492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1372103,"about_ca_topic_score_gemma":0.1543241,"domain_scores_codex":[0.9993813,0.0002245202,0.00004834166,0.0000877136,0.00006068019,0.0001974757],"domain_scores_gemma":[0.9985768,0.0002731192,0.0005399227,0.00005446887,0.0002166532,0.0003390803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008733036,0.00007791524,0.9900604,0.00003034478,0.00008845387,0.0002525453,0.003535757,0.0009973554,0.0005420033,0.0004825341,0.0002083206,0.003636897],"study_design_scores_gemma":[0.000002325526,0.00009105693,0.9834248,0.00001403961,0.00002698186,0.00003822324,0.01280897,0.002832374,0.0001672244,0.0002183567,0.00036375,0.00001192581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988143,0.00003996939,0.0002246481,0.0001440131,0.000002903472,0.00001849172,0.000190206,0.000002016707,0.000563527],"genre_scores_gemma":[0.9993414,0.00004655237,0.0001953431,0.00001860161,0.00000447506,0.00002401053,0.0002026351,8.246983e-7,0.0001660979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1372103,"threshold_uncertainty_score":0.2728233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09525171476730104,"score_gpt":0.4465844068802443,"score_spread":0.3513326921129432,"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."}}