{"id":"W4407557381","doi":"10.5376/jmr.2024.14.0024","title":"Pathogen-Mosquito Interactions and Transmission Dynamics","year":2024,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pathogen; Transmission (telecommunications); Disease transmission; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005304895,0.0002158942,0.0002669201,0.0004185105,0.0004351941,0.0009243403,0.0002409988,0.0002927012,0.002325426],"category_scores_gemma":[0.001048226,0.0001345382,0.0001867379,0.000316714,0.0002162907,0.0007647962,0.0006792361,0.0003985127,0.0004279675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005279004,"about_ca_system_score_gemma":0.000527839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004687574,"about_ca_topic_score_gemma":0.004852798,"domain_scores_codex":[0.9995943,0.000148024,0.00002252524,0.00007179442,0.00007666515,0.00008673235],"domain_scores_gemma":[0.9997332,0.00007608541,0.00008165358,0.0000119179,0.00005793078,0.00003923652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005061901,0.0002681043,0.6903427,0.0007086678,0.0002552088,0.001073628,0.002148896,0.01085144,0.1390575,0.02142354,0.007012981,0.1263512],"study_design_scores_gemma":[0.00002697853,0.0005725492,0.9018215,0.0001524834,0.0001987236,0.002184279,0.004992271,0.04133098,0.01059901,0.01130289,0.0267372,0.00008120499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976994,0.004650646,0.006707471,0.000859723,0.00004905695,0.00005997963,0.0005986927,0.000044257,0.0100362],"genre_scores_gemma":[0.9947037,0.00204485,0.001614909,0.00008988498,0.00001890762,0.00002181351,0.00025036,0.000005951879,0.001249695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004687574,"threshold_uncertainty_score":0.009320557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064542576197171,"score_gpt":0.4363827774805059,"score_spread":0.3857373517185342,"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."}}