{"id":"W4392785760","doi":"10.1002/mma.9924","title":"On the exponential stability of a stochastic model for transmission dynamics of antimicrobial‐resistant infections","year":2024,"lang":"en","type":"article","venue":"Mathematical Methods in the Applied Sciences","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Transmission (telecommunications); Uniqueness; Hygiene; Competitive exclusion; Mathematics; Medicine; Intensive care medicine; Computer science; Biology; Competition (biology); Ecology; Mathematical analysis","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":[0.005513289,0.0001449947,0.0003966272,0.0001381187,0.0001435066,0.00003231378,0.000360293,0.0000740953,0.00004343412],"category_scores_gemma":[0.0009099895,0.00007064712,0.0001848089,0.0007351689,0.001188249,0.00003072602,0.00003725788,0.0002232539,0.000001288309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005170986,"about_ca_system_score_gemma":0.0001706355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003474921,"about_ca_topic_score_gemma":0.000005195091,"domain_scores_codex":[0.9983533,0.0001835378,0.0005700534,0.0002924371,0.0003671485,0.0002335308],"domain_scores_gemma":[0.9925625,0.006902942,0.0001023567,0.0003468353,0.00005136451,0.00003400609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002393673,0.0004381583,0.000001131472,0.0009615478,0.00002010428,4.473498e-7,0.002202354,0.001707913,0.3068872,0.6848955,0.00005819415,0.002588137],"study_design_scores_gemma":[0.0001836746,0.0001588731,0.00000729187,0.0004960616,0.00009115826,0.000003366651,0.0007608353,0.5680096,0.04104393,0.3891657,0.00000486554,0.00007474025],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1170516,0.00003068352,0.8784943,0.001253659,0.00004338083,0.00120964,0.00003001153,0.00001948574,0.00186722],"genre_scores_gemma":[0.7466926,0.000002315087,0.2531203,0.00006601155,0.00000921295,0.00008797466,8.931979e-7,0.000009272227,0.00001143295],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.629641,"threshold_uncertainty_score":0.4378154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07654209274071291,"score_gpt":0.397234536307417,"score_spread":0.320692443566704,"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."}}