{"id":"W584348562","doi":"10.1090/dimacs/075","title":"Modeling Paradigms and Analysis of Disease Transmission Models","year":2010,"lang":"en","type":"book","venue":"DIMACS series in discrete mathematics and theoretical computer science","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Disease; Transmission (telecommunications); Medicine; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001447147,0.001560814,0.001002823,0.001458584,0.0005467406,0.002799675,0.001771737,0.001503984,0.005215819],"category_scores_gemma":[0.003683922,0.000479385,0.001452927,0.001501312,0.001211037,0.002988217,0.001727298,0.002915057,0.001691847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863761,"about_ca_system_score_gemma":0.001055192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169385,"about_ca_topic_score_gemma":0.001330349,"domain_scores_codex":[0.9990819,0.0003441689,0.00005502697,0.0001548796,0.0003033234,0.00006068296],"domain_scores_gemma":[0.9990317,0.0005567104,0.0001078949,0.0001146514,0.0001372176,0.00005190168],"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":[0.000004241575,0.00002106611,0.0002032909,0.0001074297,0.0000444316,0.00007974269,0.0001227917,0.02023954,0.0002705374,0.9536183,0.010317,0.01497175],"study_design_scores_gemma":[0.000003585173,0.000008535676,0.0000938259,0.00003959422,0.00001180973,0.0001048569,0.00003481767,0.05169098,0.00006869237,0.9132577,0.03467624,0.000009390909],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008048501,0.03169845,0.8281121,0.01142582,0.001993196,0.00008073689,0.0008355567,0.0003232686,0.1174822],"genre_scores_gemma":[0.4491163,0.08158402,0.3026022,0.004771008,0.006424397,0.0008469676,0.002336292,0.0005932954,0.1517254],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005215819,"threshold_uncertainty_score":0.01744866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747800500188925,"score_gpt":0.2752609431465875,"score_spread":0.2577829381446983,"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."}}