{"id":"W4403411496","doi":"10.1007/s40475-024-00331-1","title":"A Malaria-Free World? Bring Back Public Health Entomologists","year":2024,"lang":"en","type":"article","venue":"Current Tropical Medicine Reports","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Malaria; Public health; Entomology; Tropical medicine; Medicine; Geography; Environmental health; Biology; Nursing; Ecology; Immunology","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":[0.003062584,0.0005911016,0.000915759,0.0008267731,0.001404033,0.005156317,0.0009961264,0.003786457,0.01897847],"category_scores_gemma":[0.007001073,0.00028139,0.000614979,0.0008046228,0.002108438,0.01047676,0.003361741,0.006762986,0.006224105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200028,"about_ca_system_score_gemma":0.004023317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001859603,"about_ca_topic_score_gemma":0.002574261,"domain_scores_codex":[0.998287,0.0007895672,0.00009163451,0.0001379312,0.000424922,0.0002688238],"domain_scores_gemma":[0.9967805,0.001134748,0.0002505444,0.0001834881,0.0007399065,0.0009107101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006957956,0.0001047284,0.00127841,0.002532071,0.00005641596,0.0005327676,0.001500792,0.0000815473,0.0004964423,0.02098377,0.6821127,0.2902508],"study_design_scores_gemma":[0.00001099841,0.00003972765,0.0005903153,0.001184851,0.00001774957,0.0002546908,0.00149237,0.00002506476,0.00007552332,0.006152089,0.9901467,0.00001002531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001879234,0.3459149,0.0008340321,0.5940463,0.04160066,0.00003287675,0.0001522009,0.000140926,0.01539896],"genre_scores_gemma":[0.04005642,0.5681612,0.003070408,0.2987553,0.05438985,0.00009591957,0.0004045187,0.0001110475,0.03495537],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01897847,"threshold_uncertainty_score":0.06348932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07632198221623485,"score_gpt":0.3682767710723863,"score_spread":0.2919547888561514,"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."}}