{"id":"W4387604906","doi":"10.1093/jme/tjad139","title":"Relationships between water quality and mosquito presence and abundance: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Medical Entomology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Carleton University; Public Health Agency of Canada; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Carleton University","keywords":"Water quality; Turbidity; Alkalinity; Abundance (ecology); Biology; Habitat; Meta-analysis; Phosphorus; Ecology; Veterinary medicine; Environmental science; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009632933,0.002498007,0.01416494,0.008221155,0.0006512899,0.003155692,0.002106551,0.001639797,0.004043286],"category_scores_gemma":[0.0281434,0.001331013,0.03145096,0.009713801,0.000745405,0.001688692,0.001577535,0.001366588,0.0003429724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002437613,"about_ca_system_score_gemma":0.005660421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142216,"about_ca_topic_score_gemma":0.02576346,"domain_scores_codex":[0.9933136,0.002615702,0.002212502,0.0008372315,0.0007749479,0.0002460785],"domain_scores_gemma":[0.9827554,0.01269618,0.002544401,0.0004496606,0.001360069,0.0001942597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005517839,0.00003072735,0.005195975,0.6662457,0.3082606,0.0001597131,0.0001297128,0.0006289268,0.0002491871,0.0001909202,0.0009468749,0.01740975],"study_design_scores_gemma":[0.0002171509,0.0001762773,0.006621237,0.07906542,0.9096193,0.0001770653,0.00008382026,0.0002455709,0.0001353855,0.0002637877,0.003357176,0.00003788979],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003238695,0.9943776,0.0006911753,0.0002064178,0.00007957477,0.0002063627,0.0009800054,0.0000235509,0.0001966385],"genre_scores_gemma":[0.09017845,0.9039488,0.002614737,0.0006978732,0.0001402741,0.0008913974,0.001262953,0.00002893387,0.0002365223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01416494,"threshold_uncertainty_score":0.05094439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2965506523859607,"score_gpt":0.4820348420602016,"score_spread":0.1854841896742409,"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."}}