{"id":"W4321365971","doi":"10.1101/2023.02.20.529246","title":"Human-aided dispersal and population bottlenecks facilitate parasitism escape in the most invasive mosquito species","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill Genome Centre","funders":"Office of National Higher Education Science Research and Innovation Policy Council","keywords":"Biological dispersal; Parasitism; Biology; Population; Ecology; Zoology; Medicine; Host (biology); Environmental health","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":[0.0002989749,0.0001458597,0.0001834407,0.0003118014,0.0002220413,0.0003137902,0.0001867963,0.0002065311,0.002689948],"category_scores_gemma":[0.0007631818,0.00009820929,0.0001942624,0.000155876,0.0002564833,0.000302187,0.0002940241,0.0002664822,0.0001365782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657664,"about_ca_system_score_gemma":0.0002073514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237059,"about_ca_topic_score_gemma":0.002978033,"domain_scores_codex":[0.9998959,0.00002675807,0.000007173487,0.00003537709,0.000008219785,0.00002657347],"domain_scores_gemma":[0.9995106,0.00008637471,0.0002284588,0.00004393849,0.00004544787,0.00008523247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008386748,0.0003624089,0.7951968,0.0002749511,0.0002623395,0.001025094,0.001629044,0.001824739,0.1750961,0.0008393929,0.0006681068,0.02198236],"study_design_scores_gemma":[0.00001425212,0.0001832759,0.9939303,0.00001350041,0.00003888331,0.000349746,0.0005157964,0.001954704,0.002209085,0.0002331215,0.0005459207,0.00001139363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995008,0.00009294538,0.0001482294,0.00002457983,0.000001706476,0.000003251742,0.00003217846,0.000005404151,0.0001909999],"genre_scores_gemma":[0.999721,0.00002891631,0.0001056938,0.000007643442,0.000001851983,0.000002668458,0.00002877568,0.000001154571,0.0001022819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002689948,"threshold_uncertainty_score":0.008998811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974703823688702,"score_gpt":0.2562366802816023,"score_spread":0.2264896420447153,"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."}}