{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009305819,0.0001211697,0.0003071455,0.0001433265,0.0001365008,0.0001140804,0.0001022518,0.00004009722,0.000009406574],"category_scores_gemma":[0.001732619,0.00007028275,0.00007785852,0.0003001516,0.00009947612,0.0001760746,0.00003705335,0.0002761559,8.191994e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005814933,"about_ca_system_score_gemma":0.0005127708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002377293,"about_ca_topic_score_gemma":0.00009401332,"domain_scores_codex":[0.9982088,0.0005681667,0.0004296555,0.000101579,0.0004648259,0.0002269857],"domain_scores_gemma":[0.997961,0.0009060804,0.000262331,0.0001551468,0.0005078021,0.0002076216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06912172,0.003968398,0.7474745,0.003481263,0.002044314,0.003445419,0.008766941,0.0002044187,0.08930057,0.007582564,0.002659992,0.06194993],"study_design_scores_gemma":[0.009161088,0.002386407,0.9558792,0.000547895,0.0004558001,0.000231087,0.001024214,0.0001576962,0.02841058,0.001602378,0.0000305317,0.0001131739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974791,0.002175517,0.0002533376,0.02186436,0.0001446258,0.0007013333,0.000006982875,0.000009508154,0.00005336855],"genre_scores_gemma":[0.9989126,0.0006252946,0.00002651298,0.000178137,0.0001454934,0.00003703732,0.000004862981,0.0000122422,0.00005779893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084047,"threshold_uncertainty_score":0.2866047,"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."}}