{"id":"W6939307781","doi":"10.6084/m9.figshare.12544604.v1","title":"Additional file 1 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; Epidemiology; Plasmodium falciparum; Sampling (signal processing); Spatial epidemiology; Sample (material); Epidemiological surveillance","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":[0.001502067,0.0006172433,0.0007603198,0.001879718,0.0007139018,0.0008892636,0.001697043,0.0005689209,0.8010301],"category_scores_gemma":[0.02291677,0.000439028,0.0005113003,0.004462557,0.0001661531,0.001175307,0.0007635095,0.0005986587,0.1006383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008798631,"about_ca_system_score_gemma":0.001498986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035549,"about_ca_topic_score_gemma":0.02675043,"domain_scores_codex":[0.9994249,0.0001525585,0.0001106167,0.0001001826,0.0001132162,0.00009856826],"domain_scores_gemma":[0.987795,0.008196212,0.001082617,0.0006536227,0.001830421,0.0004421593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001678021,0.00007714058,0.005053048,0.0009678208,0.0000240076,0.00004293098,0.00007178494,0.0003075177,0.00003260654,0.0004338916,0.9856069,0.007214526],"study_design_scores_gemma":[0.007193514,0.00053264,0.1776674,0.004545307,0.0002719454,0.0007953873,0.002039818,0.004722625,0.0009703042,0.008050317,0.7930087,0.0002020429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002919727,0.000005907738,0.0001530352,0.00005880132,0.000009188368,0.0001210995,0.9982231,0.00008900947,0.001047863],"genre_scores_gemma":[0.01618975,0.0001056527,0.004013398,0.0003128438,0.00006421877,0.003854692,0.9656356,0.0003624196,0.00946146],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8010301,"threshold_uncertainty_score":0.2838064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1296762098729403,"score_gpt":0.3602640346994279,"score_spread":0.2305878248264877,"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."}}