{"id":"W7151406434","doi":"10.70675/85f0498bz97d7z413czbd4bz0a6d9ad0a0b3","title":"Accelerating towards malaria elimination in South East Asia : identifying and delineating residual pockets of transmission","year":2022,"lang":"","type":"dissertation","venue":"","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protozoal disease; Malaria; South asia; Nova scotia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008861442,0.0004617462,0.0002895037,0.00128345,0.0005035844,0.001059772,0.0003703642,0.0003221848,0.001162173],"category_scores_gemma":[0.001620484,0.0002476516,0.0003676299,0.001308447,0.0005451178,0.0005639857,0.0008734692,0.0003203258,0.0002229325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701141,"about_ca_system_score_gemma":0.00131505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0248974,"about_ca_topic_score_gemma":0.06218571,"domain_scores_codex":[0.9997217,0.00009914442,0.00001918581,0.00006823355,0.00003679798,0.00005489778],"domain_scores_gemma":[0.9994313,0.0001660694,0.0001706125,0.00005843267,0.0001219385,0.000051658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177836,0.00005741453,0.9166309,0.0002926775,0.0000930123,0.0002191842,0.00312474,0.002076347,0.01423215,0.0008725036,0.0002768727,0.0620064],"study_design_scores_gemma":[0.00001069934,0.0002236564,0.9798708,0.0001170253,0.0001054373,0.0003025871,0.005317406,0.006611008,0.003960064,0.0009465336,0.00251065,0.00002414973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928125,0.000525781,0.004701217,0.0001934834,0.000007470018,0.0000576409,0.0003192617,0.00001515119,0.00136762],"genre_scores_gemma":[0.9883381,0.0005741422,0.009689039,0.00005476452,0.000005466353,0.0000470592,0.0004223891,0.00000594692,0.0008630842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0248974,"threshold_uncertainty_score":0.04950494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04549953537762438,"score_gpt":0.3391283136555446,"score_spread":0.2936287782779202,"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."}}