{"id":"W4400416997","doi":"10.3390/math12132139","title":"Modeling and Optimal Control of Infectious Diseases","year":2024,"lang":"en","type":"article","venue":"Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Biology; Virology; Computer science; Computational biology; Medicine","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":[0.001146219,0.0008197711,0.00110514,0.0005357969,0.0002956024,0.001452715,0.001398544,0.001446834,0.001195777],"category_scores_gemma":[0.002843866,0.0003256736,0.0008220428,0.0006151015,0.001429455,0.001033797,0.001163858,0.001419214,0.0001713352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164125,"about_ca_system_score_gemma":0.001642698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004808107,"about_ca_topic_score_gemma":0.002446267,"domain_scores_codex":[0.9989017,0.0005547196,0.00004848084,0.0001845807,0.0001960725,0.0001143927],"domain_scores_gemma":[0.9992605,0.0004101447,0.0001664984,0.00004617927,0.00007559288,0.0000410465],"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":[0.00001253189,0.00003165757,0.0003486598,0.00007724441,0.00003253096,0.00005579472,0.00003508741,0.7676935,0.0007499637,0.2239764,0.0006940097,0.006292531],"study_design_scores_gemma":[0.00001458501,0.00002964983,0.0001803137,0.00001555575,0.00001175165,0.00002492453,0.00001280224,0.8952342,0.0001397976,0.1024034,0.001921375,0.00001164027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0155066,0.001941046,0.9734441,0.002097449,0.0001675682,0.00003515545,0.0001082196,0.00005910275,0.006640685],"genre_scores_gemma":[0.8704158,0.006037298,0.1117623,0.0004998746,0.0005804821,0.0003586014,0.000276718,0.0000483183,0.01002065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004808107,"threshold_uncertainty_score":0.009560227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840948305010264,"score_gpt":0.2900600967910702,"score_spread":0.2716506137409676,"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."}}