{"id":"W2083770679","doi":"10.1016/j.apm.2011.11.046","title":"Assessing the effects of poverty in tuberculosis transmission dynamics","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Clare College, University of Cambridge; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Tuberculosis; Transmission (telecommunications); Poverty; Mixing (physics); Socioeconomic status; Latency (audio); Transmission rate; Disease transmission; Outcome (game theory); Basic reproduction number; Demography; Environmental health; Medicine; Computer science; Economics; Economic growth; Virology; Telecommunications; Population; Microeconomics; Sociology; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007777888,0.0001647808,0.0006094417,0.0000558215,0.00006043315,0.000004668435,0.0001187441,0.0002354026,0.0002402845],"category_scores_gemma":[0.0002235862,0.00009106529,0.0001294835,0.0001380483,0.0002655414,0.00004953743,0.00003751614,0.000368578,0.00002494616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002550085,"about_ca_system_score_gemma":0.00002012927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006939482,"about_ca_topic_score_gemma":4.062914e-7,"domain_scores_codex":[0.9986756,0.0000659552,0.0005835852,0.0002243604,0.0001419595,0.000308574],"domain_scores_gemma":[0.9974058,0.002115442,0.00007881686,0.0002651649,0.0000243824,0.0001104052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000079364,0.0005533957,0.00006946305,0.001296818,0.00004473398,0.000008874394,0.000792048,0.000304972,0.0002764237,0.9943204,0.000004752648,0.002248767],"study_design_scores_gemma":[0.0002999783,0.00004161722,0.00008182153,0.0002287771,0.0000893153,0.000008721036,0.0000723708,0.4681722,0.00166172,0.5292843,8.286619e-7,0.00005837917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1414936,0.00003878179,0.8003024,0.0002854525,0.00001856492,0.0004228512,2.742414e-7,0.00002720256,0.05741081],"genre_scores_gemma":[0.951544,0.00003824271,0.04787545,0.0004277804,0.00001174882,0.00005344187,0.000001630419,0.00001695551,0.00003073705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8100504,"threshold_uncertainty_score":0.3713534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523231858644287,"score_gpt":0.2847061187758148,"score_spread":0.2494738001893719,"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."}}