{"id":"W1566335282","doi":"10.1109/ihtc.2014.7147546","title":"Agent based modeling of malaria","year":2014,"lang":"en","type":"article","venue":"","topic":"Malaria Research and Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Malaria; Anopheles; Transmission (telecommunications); Environmental health; Plasmodium (life cycle); Disease control; Malaria prevention; Computer science; Biology; Medicine; Immunology; Parasite hosting; Research methodology; Telecommunications; Population","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":[0.0004633017,0.0007812764,0.0009684855,0.0005618669,0.0005246238,0.001724725,0.001735146,0.001736145,0.004687906],"category_scores_gemma":[0.002450952,0.0004398094,0.0007155556,0.0007009275,0.0006468111,0.001088569,0.001255485,0.001336318,0.0005470607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005499,"about_ca_system_score_gemma":0.0009837647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01926947,"about_ca_topic_score_gemma":0.009560424,"domain_scores_codex":[0.9996462,0.0001532591,0.00001841954,0.00006218449,0.00006963801,0.00005025184],"domain_scores_gemma":[0.9991666,0.0005217966,0.000116173,0.00003040017,0.0001031942,0.00006198123],"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":[0.00001783632,0.00001838707,0.000677721,0.00004243547,0.00002923716,0.00007623379,0.00002849488,0.9685597,0.0001935779,0.02475763,0.001313574,0.004285343],"study_design_scores_gemma":[0.000007278859,0.000009467734,0.0000841205,0.000005745096,0.000007175338,0.00001755193,0.000009165257,0.9920472,0.00002966667,0.006165191,0.001613566,0.00000395144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06431471,0.006128499,0.858297,0.005644782,0.0008388444,0.0002306237,0.003037677,0.000995629,0.06051222],"genre_scores_gemma":[0.8929629,0.004931748,0.07557968,0.0004956965,0.0004374081,0.0003555083,0.001080606,0.0001085315,0.02404791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01926947,"threshold_uncertainty_score":0.03831464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653638279743722,"score_gpt":0.2838999231591813,"score_spread":0.2573635403617441,"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."}}