{"id":"W2163311956","doi":"10.4269/ajtmh.2010.09-0597","title":"Contribution of Integrated Campaign Distribution of Long-Lasting Insecticidal Nets to Coverage of Target Groups and Total Populations in Malaria-Endemic Areas in Madagascar","year":2010,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de la Santé; Centers for Disease Control and Prevention; University of Ottawa","keywords":"Malaria; Measles; Bed nets; Environmental health; Population; Distribution (mathematics); Geography; Socioeconomics; Demography; Vaccination; Medicine; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009176728,0.0002816528,0.0003061144,0.000356147,0.0001973554,0.0004793758,0.0004373773,0.0002139975,0.0008368236],"category_scores_gemma":[0.003849683,0.0001619187,0.0001686518,0.0003709983,0.0003601134,0.0004037184,0.001037255,0.0002591531,0.000055751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000832003,"about_ca_system_score_gemma":0.0007285894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02090423,"about_ca_topic_score_gemma":0.02502414,"domain_scores_codex":[0.9991061,0.0003426273,0.00003513673,0.0001044746,0.0001265759,0.0002849966],"domain_scores_gemma":[0.9988236,0.0003044687,0.0003777416,0.00007626235,0.0001091889,0.0003088342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007392776,0.0004763401,0.8984084,0.0001549679,0.000225629,0.0001686091,0.0008476955,0.002043415,0.001477477,0.0001448026,0.0003499748,0.09496344],"study_design_scores_gemma":[0.00006065395,0.001070853,0.9948856,0.00004454332,0.00009302272,0.00009688305,0.0004222132,0.002210428,0.0004196677,0.00006099258,0.0006307094,0.000004376695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998792,0.0003919007,0.0000909563,0.00007042869,0.000003770465,0.00002173893,0.00005204743,0.000008561922,0.00056861],"genre_scores_gemma":[0.999683,0.00009742508,0.00007372704,0.00001986101,0.000003711443,0.000008298817,0.0000603409,8.76776e-7,0.00005284886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02090423,"threshold_uncertainty_score":0.04156512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046791873774085,"score_gpt":0.2734570529701194,"score_spread":0.2629891342323785,"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."}}