{"id":"W2058096698","doi":"10.1016/j.jtbi.2012.01.004","title":"Influence of temporary migration on the transmission of infectious diseases in a migrants' home village","year":2012,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Outbreak; Transmission (telecommunications); Disease; China; Migrant workers; Infectious disease (medical specialty); Tuberculosis; Demographic economics; Development economics; Medicine; Geography; Economic growth; Economics; Computer science; Virology","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":[0.001476051,0.000105801,0.000629067,0.0001227347,0.00002210561,7.468694e-7,0.0001099355,0.0002178927,0.0003143855],"category_scores_gemma":[0.002126819,0.00004938969,0.0001900756,0.0001251208,0.00137868,0.00004230259,0.00002059029,0.0003226742,0.000004678033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001267278,"about_ca_system_score_gemma":0.00003579559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003200523,"about_ca_topic_score_gemma":3.329816e-7,"domain_scores_codex":[0.9983502,0.0005101156,0.0007585977,0.00007870053,0.00009345825,0.0002089545],"domain_scores_gemma":[0.9966069,0.002750448,0.0002812628,0.0001330713,0.00008496401,0.0001433215],"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":[0.001112003,0.0006715576,0.1084528,0.00008449949,0.00005155803,0.000004897228,0.0002067125,0.00003827418,0.005689668,0.8832889,0.0000244189,0.0003746498],"study_design_scores_gemma":[0.001118914,0.002564439,0.09643278,0.0003969645,0.0001248774,0.0001443933,0.00007316084,0.0006647165,0.005406724,0.8929173,0.00006983049,0.00008585099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926207,0.0004153886,0.001949179,0.003939054,0.00005086941,0.000131082,0.000004858768,0.000003761468,0.0008850826],"genre_scores_gemma":[0.999064,0.0001670908,0.0001050129,0.0005971084,0.00005411456,0.000003149315,0.000001528555,0.000004883314,0.000003149988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01202005,"threshold_uncertainty_score":0.5079804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250074097568011,"score_gpt":0.283658346303545,"score_spread":0.2711576053278649,"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."}}