{"id":"W4396513780","doi":"10.1093/pnasnexus/pgae175","title":"Human-aided dispersal and population bottlenecks facilitate parasitism escape in the most invasive mosquito species","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre","funders":"Office of National Higher Education Science Research and Innovation Policy Council; Agence Nationale de la Recherche; Emory University","keywords":"Biological dispersal; Biology; Aedes albopictus; Invasive species; Ecology; Parasitism; Population; Parasite hosting; Range (aeronautics); Introduced species; Vector (molecular biology); Larva; Zoology; Host (biology); Aedes aegypti","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":[0.00029203,0.0001529451,0.000190523,0.0003156069,0.0002310262,0.0003144664,0.0001950369,0.0002067737,0.002535694],"category_scores_gemma":[0.0007084055,0.00009569328,0.0002026352,0.0001577221,0.0002648146,0.0003034967,0.0002982546,0.0002664479,0.0001364424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729386,"about_ca_system_score_gemma":0.0002154608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317871,"about_ca_topic_score_gemma":0.003248714,"domain_scores_codex":[0.9998943,0.00002672834,0.000007176047,0.00003619895,0.000008443895,0.00002723446],"domain_scores_gemma":[0.9995397,0.00007972308,0.000210967,0.00004293128,0.00004439738,0.00008215121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008086918,0.0003635068,0.7643544,0.0003090044,0.0002724748,0.001074799,0.001672372,0.001856781,0.2042312,0.0009115335,0.0007078826,0.02343727],"study_design_scores_gemma":[0.00001398701,0.0001840484,0.9935088,0.00001445005,0.00004106361,0.0003546826,0.0005316819,0.002037795,0.002464822,0.0002473695,0.000589335,0.0000119827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994426,0.0001083123,0.0001662378,0.00002686405,0.000001937492,0.000003451828,0.0000346316,0.000005835645,0.0002100175],"genre_scores_gemma":[0.999694,0.00003358936,0.0001218154,0.000008260587,0.000002087618,0.000002826414,0.0000310287,0.000001305728,0.0001050187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002535694,"threshold_uncertainty_score":0.008482754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468733723956719,"score_gpt":0.288050107309108,"score_spread":0.2633627700695408,"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."}}