{"id":"W6958119551","doi":"10.6084/m9.figshare.12544610.v1","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":"Psycholinguistics and Behavioral Studies","field":"Social Sciences","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":[0.00139093,0.0006234923,0.0007621293,0.001869006,0.001054505,0.0009583736,0.001722529,0.0007638304,0.837244],"category_scores_gemma":[0.02252991,0.0004736305,0.0005398155,0.003731311,0.0001885503,0.001411639,0.0009358882,0.0006641165,0.106902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000829741,"about_ca_system_score_gemma":0.001552051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02256737,"about_ca_topic_score_gemma":0.03434841,"domain_scores_codex":[0.9994884,0.000137046,0.0001029497,0.00008241921,0.00009267675,0.00009652549],"domain_scores_gemma":[0.9844419,0.01092783,0.001181105,0.0007653096,0.002087556,0.0005963256],"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":[0.000178685,0.00009837929,0.004272251,0.0009982678,0.00002047215,0.0000526233,0.0001239215,0.0002248399,0.00003464301,0.0004501477,0.9864444,0.007101352],"study_design_scores_gemma":[0.008994113,0.000538145,0.1669767,0.005231052,0.0002688395,0.0006889909,0.003853889,0.003941024,0.0010207,0.01102763,0.7972022,0.0002567773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0004319655,0.000006116156,0.0001783815,0.0001002269,0.00001491534,0.0001798491,0.9974846,0.0001456563,0.001458277],"genre_scores_gemma":[0.02680512,0.0001207686,0.006333499,0.0006462272,0.0001016144,0.008066675,0.9397708,0.0006417804,0.01751358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.837244,"threshold_uncertainty_score":0.2321517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2463871865109184,"score_gpt":0.4151152819734938,"score_spread":0.1687280954625754,"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."}}