{"id":"W3160557198","doi":"10.1093/infdis/jiab259","title":"The Immediate Effects of a Combined Mass Drug Administration and Indoor Residual Spraying Campaign to Accelerate Progress Toward Malaria Elimination in Grande-Anse, Haiti","year":2021,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec","funders":"Bill and Melinda Gates Foundation","keywords":"Indoor residual spraying; Malaria; Mass drug administration; Residual; Drug; Environmental health; Medicine; Pharmacology; Immunology; Computer science; Plasmodium falciparum","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":[0.001464026,0.0004365867,0.0001792372,0.0002079404,0.0005247909,0.0003156228,0.0006268985,0.0004754549,0.0009114541],"category_scores_gemma":[0.001517644,0.0002472953,0.0002884007,0.0001353886,0.0006369059,0.0003473586,0.0005590119,0.0005373586,0.0001099945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307333,"about_ca_system_score_gemma":0.002391384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02854937,"about_ca_topic_score_gemma":0.04973989,"domain_scores_codex":[0.9993149,0.0003707127,0.00002501488,0.00006162497,0.00006703383,0.0001606801],"domain_scores_gemma":[0.9992563,0.0001931915,0.0001802674,0.00003187576,0.00005638259,0.0002820423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01725328,0.1384315,0.5493125,0.002117782,0.0006060814,0.001436919,0.01167077,0.002763154,0.03375042,0.001140769,0.003494727,0.2380222],"study_design_scores_gemma":[0.00143529,0.06077956,0.9282036,0.00009810619,0.0002398037,0.0001294934,0.00184651,0.001677725,0.003787146,0.0001057969,0.001675011,0.00002188049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999089,0.00004765252,0.00004640221,0.0001649187,0.000008418103,0.000160622,0.00002387071,0.000006648081,0.0004524486],"genre_scores_gemma":[0.9988956,0.00009757606,0.0004433352,0.0001227219,0.00001063312,0.0001566502,0.00003186511,8.216164e-7,0.0002407817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02854937,"threshold_uncertainty_score":0.05676639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008116636969274907,"score_gpt":0.2719910617123174,"score_spread":0.2638744247430425,"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."}}