{"id":"W6920816919","doi":"10.6084/m9.figshare.12544610","title":"Additional file 2 of Programmatic options for monitoring malaria in elimination settings: easy access group surveys to investigate Plasmodium falciparum epidemiology in two regions with differing endemicity in Haiti","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Malaria; Plasmodium falciparum; Epidemiology; Epidemiological surveillance; Population; Molecular epidemiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001629694,0.000576929,0.0007424096,0.001854268,0.000867744,0.0009946466,0.001724205,0.000745724,0.8283989],"category_scores_gemma":[0.02549179,0.0004519375,0.0005622368,0.003770683,0.0001816092,0.001319557,0.0009186342,0.0006183464,0.09097133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000938682,"about_ca_system_score_gemma":0.001824028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02394849,"about_ca_topic_score_gemma":0.03106706,"domain_scores_codex":[0.999347,0.000157273,0.0001439408,0.0001008992,0.0001282822,0.000122602],"domain_scores_gemma":[0.9846854,0.009892644,0.001437549,0.0007740076,0.002520577,0.0006897263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002175008,0.00009200353,0.004920304,0.001270677,0.00002418794,0.00005457713,0.00007809088,0.0002811059,0.00004112875,0.00045762,0.985238,0.007324795],"study_design_scores_gemma":[0.01109624,0.0005540008,0.1658773,0.005896976,0.0002840419,0.0006828014,0.002472313,0.004004586,0.001071208,0.008393356,0.7994395,0.000227746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003347745,0.000006621074,0.0001415228,0.0001183856,0.00001461114,0.0001842163,0.9975957,0.0001219804,0.001482089],"genre_scores_gemma":[0.02260852,0.0001190662,0.004851763,0.000680992,0.0001114554,0.005514466,0.9510232,0.0004686509,0.01462178],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8283989,"threshold_uncertainty_score":0.2447682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261945295362984,"score_gpt":0.3596916828853038,"score_spread":0.2334971533490054,"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."}}