{"id":"W2891856591","doi":"10.3934/mbe.2018060","title":"Dynamical analysis for a hepatitis B transmission model with immigration and infection age","year":2018,"lang":"en","type":"article","venue":"Mathematical Biosciences & Engineering","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transmission (telecommunications); Immigration; Basic reproduction number; Hepatitis B virus; Smoothness; Attractiveness; Lyapunov function; Demography; Disease transmission; Virology; Immunology; Biology; Geography; Physics; Computer science; Population; Sociology; Mathematics; Virus; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001609907,0.0001081109,0.0002445065,0.0001685316,0.0001030104,0.00003239414,0.00002963503,0.00004476246,0.00001168186],"category_scores_gemma":[0.00009205953,0.00007345762,0.00005461379,0.000466488,0.0001421099,0.00009773028,0.00001321281,0.00004877736,0.000002405141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003363894,"about_ca_system_score_gemma":0.00001596697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008584341,"about_ca_topic_score_gemma":0.0002941728,"domain_scores_codex":[0.9992436,0.000004662754,0.0001653281,0.000208171,0.0001945246,0.0001836901],"domain_scores_gemma":[0.9996677,0.00006179903,0.00002384924,0.0000896914,0.00005875664,0.00009818027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004658736,0.001209497,0.3858473,0.003582205,0.002183544,0.00006100727,0.01846394,0.02037636,0.4438466,0.08833835,0.0001852225,0.03544006],"study_design_scores_gemma":[0.0001745325,0.0003425272,0.03341504,0.00008762371,0.0002761698,0.000008141048,0.000008413573,0.9633908,0.00169503,0.0004401764,0.00006451851,0.00009703828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4659602,0.00001072767,0.5336044,0.0001435455,0.000009190786,0.0001448621,0.000002307769,0.00004421672,0.00008045931],"genre_scores_gemma":[0.9025202,0.0000329548,0.09728535,0.00002941523,0.00002336869,0.00004115025,0.000003891825,0.00000799722,0.00005561745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9430144,"threshold_uncertainty_score":0.2995515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499365815229171,"score_gpt":0.2616785563781133,"score_spread":0.2466848982258216,"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."}}