{"id":"W2591568308","doi":"10.1007/978-3-319-53208-0","title":"Infectious Disease Modeling","year":2017,"lang":"en","type":"book","venue":"Nonlinear systems and complexity","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Infectious disease (medical specialty); Computer science; Disease; Virology; Computational biology; Biology; Medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004547713,0.0002777406,0.001052148,0.00005068694,0.000302171,0.00003297529,0.0001048152,0.0004695143,0.0001664881],"category_scores_gemma":[0.0003112159,0.0002029907,0.0001801615,0.000009093141,0.0006027839,0.00003016064,0.0001224026,0.0005628614,0.0001293598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000399544,"about_ca_system_score_gemma":0.0002153135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003862819,"about_ca_topic_score_gemma":0.000007100985,"domain_scores_codex":[0.9987097,0.0000641115,0.0004255699,0.0003976471,0.0001335891,0.0002693915],"domain_scores_gemma":[0.9986052,0.0001396702,0.000168669,0.0005543036,0.0001000309,0.0004321107],"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":[0.0001183849,0.00009222978,0.0001779607,0.001620764,0.0001549069,0.00008700506,0.00001539783,0.00004334039,1.816985e-7,0.9955425,0.001836615,0.0003107748],"study_design_scores_gemma":[0.0004236817,0.0001059328,0.00007267594,0.0006965168,0.0002778536,0.0001136099,0.000002883286,0.5915095,3.571e-8,0.3774707,0.02912164,0.0002049262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003309721,0.00278976,0.02662513,0.001044095,0.000681354,0.0009000324,0.0001490511,0.0001640332,0.9643368],"genre_scores_gemma":[0.1105743,0.0005759106,0.001500259,0.0009626411,0.002889037,0.00008422483,0.0004632377,0.00009368549,0.8828567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6180717,"threshold_uncertainty_score":0.8277721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053699512829091,"score_gpt":0.3254069358457674,"score_spread":0.2200369845628582,"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."}}