{"id":"W4402695725","doi":"10.5376/jmr.2024.14.0017","title":"Mechanisms of Mosquito-Mediated Pathogen Transmission to Humans","year":2024,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pathogen; Transmission (telecommunications); Biology; Virology; Microbiology; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003727824,0.0002270566,0.0007015992,0.001069517,0.0001307447,0.0001110196,0.0005278375,0.0001925496,0.001242249],"category_scores_gemma":[0.0006175611,0.0001644386,0.0005330507,0.001165631,0.00009776913,0.0001805027,0.00011898,0.001003467,0.0001293268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002048919,"about_ca_system_score_gemma":0.0009190903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004009426,"about_ca_topic_score_gemma":0.000005051061,"domain_scores_codex":[0.9950016,0.000305411,0.001015717,0.000402244,0.002579994,0.0006951063],"domain_scores_gemma":[0.9966304,0.0004555046,0.0001310429,0.000490837,0.001301143,0.000991059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00177333,0.0004793557,0.0001059946,0.0007515637,0.0002972303,0.00164851,0.0008545727,0.00006626383,0.9034675,0.001579323,0.02479355,0.06418276],"study_design_scores_gemma":[0.01680657,0.03478789,0.02154233,0.01570346,0.002299109,0.001478141,0.00805198,0.01663183,0.1900043,0.0268333,0.6643195,0.00154157],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892104,0.02418709,0.04567042,0.02736074,0.001755639,0.002683212,0.0002560238,0.000131568,0.005851305],"genre_scores_gemma":[0.9948379,0.0005927907,0.00113658,0.0002647595,0.0008085578,0.00002620918,0.00001394864,0.00006946256,0.002249803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7134632,"threshold_uncertainty_score":0.9996707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05416483755250642,"score_gpt":0.4068065571826129,"score_spread":0.3526417196301065,"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."}}