{"id":"W1788747655","doi":"10.1186/s12936-015-0822-0","title":"A systematic, realist review of zooprophylaxis for malaria control","year":2015,"lang":"en","type":"review","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; McGill University","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Malaria; Critical appraisal; Livestock; Vector (molecular biology); Transmission (telecommunications); Observational study; Systematic review; Environmental health; Mosquito control; Public health; Veterinary medicine; Medicine; Biology; Ecology; Computer science; MEDLINE; Alternative medicine; Immunology; Pathology","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":[0.0249264,0.002111185,0.006471757,0.02118155,0.001314034,0.005465471,0.003189471,0.003503938,0.005778408],"category_scores_gemma":[0.1022142,0.001191252,0.004919036,0.01931832,0.001736397,0.004669586,0.002456493,0.002384271,0.0008237617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008914551,"about_ca_system_score_gemma":0.03751461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008145239,"about_ca_topic_score_gemma":0.02565981,"domain_scores_codex":[0.9673001,0.01349845,0.01021929,0.001656885,0.006648015,0.0006772725],"domain_scores_gemma":[0.8979852,0.06926005,0.01549148,0.001753863,0.0144429,0.001066469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008238777,0.00001481127,0.0003701159,0.9419251,0.001497222,0.0001175389,0.0004651838,0.00009258185,0.0002195956,0.0006698771,0.004510613,0.05003496],"study_design_scores_gemma":[0.00005057998,0.00007364939,0.001187921,0.9636918,0.005849876,0.0001552223,0.0002880162,0.00005841675,0.00008363966,0.000420065,0.02812215,0.00001875651],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003867148,0.996466,0.0002741163,0.001067969,0.0005426147,0.0004990292,0.000279928,0.00001156996,0.0004719773],"genre_scores_gemma":[0.006606273,0.9889063,0.001497224,0.001146227,0.0002279421,0.001133286,0.0002597462,0.000006933563,0.0002161709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0249264,"threshold_uncertainty_score":0.131825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0573242952582256,"score_gpt":0.3669850385946365,"score_spread":0.309660743336411,"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."}}