{"id":"W2170765739","doi":"10.1186/1475-2875-11-43","title":"Online reporting for malaria surveillance using micro-monetary incentives, in urban India 2010-2011","year":2012,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"U.S. National Library of Medicine","keywords":"Malaria; Plasmodium vivax; Medicine; Tropical medicine; Public health; Environmental health; Outbreak; Plasmodium falciparum; Epidemiology; Demography; Family medicine; Immunology; Virology; Pathology","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":[0.00251876,0.0003138593,0.0001944603,0.001119812,0.0004669411,0.001354687,0.0009318113,0.000352726,0.001803565],"category_scores_gemma":[0.0109239,0.0003563213,0.000282193,0.001917287,0.0003563888,0.0007697376,0.001264627,0.0006465455,0.0004822451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413252,"about_ca_system_score_gemma":0.00246408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03550255,"about_ca_topic_score_gemma":0.04279998,"domain_scores_codex":[0.997386,0.001322512,0.0001928711,0.0002594266,0.0004799905,0.000359194],"domain_scores_gemma":[0.9905212,0.00257332,0.004533898,0.000455807,0.001244076,0.0006716877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002368279,0.0005309559,0.9476798,0.0004903758,0.00006553551,0.000319323,0.00449928,0.0004674043,0.0004656469,0.0002776567,0.004762763,0.04020445],"study_design_scores_gemma":[0.00001757245,0.0002209009,0.9908042,0.00008267258,0.0000438301,0.0002967397,0.004849325,0.0008994257,0.0003053125,0.00003986782,0.002417566,0.00002249833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939438,0.0002760194,0.0002803895,0.0007503768,0.00002635382,0.0001656637,0.002439606,0.00004772988,0.002070166],"genre_scores_gemma":[0.996391,0.0003596939,0.0009305474,0.000271255,0.00003397755,0.0002317471,0.00100777,0.000007674663,0.0007662695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03550255,"threshold_uncertainty_score":0.07059181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398024773980064,"score_gpt":0.3179752662703527,"score_spread":0.273995018530552,"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."}}