{"id":"W3044818331","doi":"10.1007/s11538-020-00776-1","title":"Modeling and Dynamics Analysis of Zika Transmission with Limited Medical Resources","year":2020,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"National Natural Science Foundation of China","keywords":"Zika virus; Basic reproduction number; Transmission (telecommunications); Flavivirus; Bifurcation; Computer science; Virology; Medicine; Environmental health; Population; Physics; Telecommunications; Virus","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":[0.0007738346,0.0007710934,0.001441385,0.000902064,0.0006471716,0.001781668,0.001610175,0.002120113,0.00479445],"category_scores_gemma":[0.003693007,0.0007915907,0.001057183,0.0006548973,0.001168196,0.001950627,0.00141845,0.001280235,0.0003702359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183394,"about_ca_system_score_gemma":0.001455424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04131345,"about_ca_topic_score_gemma":0.01595108,"domain_scores_codex":[0.9996392,0.0001254975,0.00001410905,0.00006871053,0.00004665154,0.0001059982],"domain_scores_gemma":[0.9985122,0.0009207184,0.0002588686,0.00003258866,0.0001745599,0.0001010874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003304252,0.00003257884,0.001315304,0.00003588443,0.00003716244,0.0001360879,0.00007366119,0.9743385,0.0005075238,0.02144597,0.0006223855,0.001421864],"study_design_scores_gemma":[0.000005353628,0.000009994876,0.0003353726,0.00000352951,0.000009801463,0.00001463508,0.00002729859,0.9971805,0.00002545715,0.002261351,0.0001221273,0.000004722263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6413414,0.003215675,0.307732,0.006676903,0.0002690364,0.0001663292,0.001396701,0.0002870462,0.03891495],"genre_scores_gemma":[0.98255,0.0006994614,0.00354932,0.00009864706,0.00007111132,0.00006199825,0.0001551258,0.00003138382,0.01278297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04131345,"threshold_uncertainty_score":0.08214599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172293299427153,"score_gpt":0.2504737330081522,"score_spread":0.2387508000138806,"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."}}