{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008294381,0.0003577567,0.01109666,0.0004104611,0.00007303064,0.00004041916,0.0002735108,0.0005593154,0.0003144027],"category_scores_gemma":[0.005562869,0.0001727547,0.001536946,0.0003817047,0.000248559,0.00005969991,0.0002096526,0.001226644,0.00000938365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003882623,"about_ca_system_score_gemma":0.0003895376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000349021,"about_ca_topic_score_gemma":0.00001044134,"domain_scores_codex":[0.9931431,0.002349252,0.002680097,0.0003939731,0.001144578,0.0002890139],"domain_scores_gemma":[0.9951345,0.002007944,0.001277506,0.0004213732,0.000211539,0.0009471608],"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":[0.00001057101,0.00005244698,0.0001054447,0.8779552,0.1150904,0.0003190698,0.00005831356,2.428432e-8,2.263291e-8,0.0003085268,0.0003535814,0.005746403],"study_design_scores_gemma":[0.0003759931,0.0001364624,0.0001348767,0.04791148,0.9367822,0.001540776,0.00003611905,0.000005243938,1.785632e-8,0.000311247,0.01260523,0.0001603071],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005687311,0.9921435,0.00009127325,0.006471201,0.00006141949,0.001112656,0.00003611785,0.00001142864,0.00001552172],"genre_scores_gemma":[0.0003487203,0.9978989,0.0000390866,0.000778731,0.0001765847,0.0001069261,0.00003062743,0.00002538613,0.0005950576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8300437,"threshold_uncertainty_score":0.7585455,"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."}}