{"id":"W2084777975","doi":"10.1080/17513758.2010.510584","title":"Backward bifurcations in simple vaccination/treatment models","year":2011,"lang":"en","type":"article","venue":"Journal of Biological Dynamics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Simple (philosophy); Vaccination; Epidemic model; Mathematics; Transmission (telecommunications); Applied mathematics; Disease transmission; Computer science; Virology; Medicine; Population; Environmental health","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":[0.001112838,0.0005785752,0.0008943344,0.0008482189,0.0008282729,0.00118277,0.0008054049,0.001816012,0.005143387],"category_scores_gemma":[0.003168635,0.0004395799,0.001314742,0.0003505858,0.000930316,0.001174069,0.001473149,0.001110426,0.0006720985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357419,"about_ca_system_score_gemma":0.0009920015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002250851,"about_ca_topic_score_gemma":0.001192692,"domain_scores_codex":[0.9996064,0.0001379745,0.00002478587,0.00004336553,0.0001044932,0.0000829154],"domain_scores_gemma":[0.9993519,0.0003646549,0.0001178474,0.00005043064,0.00004952881,0.00006562639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001270515,0.0001327239,0.00137936,0.0001288625,0.00005581449,0.0006537075,0.0003681179,0.2066096,0.007390997,0.7731345,0.001605596,0.008413599],"study_design_scores_gemma":[0.0001005962,0.00006409176,0.0005141578,0.00004447371,0.00003862676,0.000262782,0.00004833744,0.5002242,0.001302242,0.4947567,0.002608577,0.0000352239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.368886,0.001178662,0.5471696,0.003348435,0.0002524884,0.0003636798,0.0005264705,0.0004956565,0.07777903],"genre_scores_gemma":[0.9567891,0.0007220008,0.02609621,0.0003291199,0.00008071797,0.0002946094,0.0001651938,0.0000734413,0.01544953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005143387,"threshold_uncertainty_score":0.01720631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255916244651802,"score_gpt":0.3259739059446262,"score_spread":0.200382281479446,"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."}}