{"id":"W2052424818","doi":"10.1098/rsif.2014.0575","title":"Epidemic cycles driven by host behaviour","year":2014,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Gonorrhea; Syphilis; Outbreak; Transmission (telecommunications); Psychological intervention; Population; Demography; Neisseria gonorrhoeae; Incidence (geometry); Medicine; Immunology; Environmental health; Biology; Virology; Human immunodeficiency virus (HIV); Microbiology","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":[0.0006813123,0.0002935819,0.0003798898,0.0005909799,0.000351315,0.00103626,0.0005636445,0.0008059205,0.003484714],"category_scores_gemma":[0.006527903,0.0002505936,0.0005163269,0.00024068,0.0008808789,0.00125434,0.0006925809,0.000589988,0.0003207038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007268989,"about_ca_system_score_gemma":0.0004718843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004614942,"about_ca_topic_score_gemma":0.002446617,"domain_scores_codex":[0.9996502,0.000165605,0.00001432735,0.00007058878,0.00003815395,0.00006111553],"domain_scores_gemma":[0.9979494,0.0009223824,0.000683648,0.0001524291,0.0001094203,0.0001826506],"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":[0.0002694472,0.0003290173,0.0782153,0.00026192,0.0003378672,0.001457111,0.001753892,0.4220877,0.01027737,0.4428295,0.007469381,0.03471154],"study_design_scores_gemma":[0.00008277698,0.000165309,0.02547459,0.00004612003,0.0000744024,0.0004727666,0.0003791716,0.8490171,0.0004472058,0.1204414,0.003341506,0.00005761734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274414,0.0004050008,0.05446445,0.001916529,0.00006051469,0.00007896745,0.0003278105,0.0001618827,0.01514359],"genre_scores_gemma":[0.9949974,0.0002250801,0.00180665,0.0001299247,0.00002557046,0.00004409576,0.00007482735,0.00001328454,0.002683123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004614942,"threshold_uncertainty_score":0.0116576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08241734000599966,"score_gpt":0.3829951082868568,"score_spread":0.3005777682808572,"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."}}