{"id":"W3134732343","doi":"10.2196/23545","title":"Epidemiology of Malaria in East Nusa Tenggara Province in Indonesia: Protocol for a Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Malaria Research and Control","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria; Environmental health; Cross-sectional study; Cluster (spacecraft); Descriptive statistics; Multistage sampling; Cluster sampling; Geography; Public health; Rural area; Ethnic group; Epidemiology; Pandemic; Medicine; Demography; Socioeconomics; Population; Disease; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01090498,0.0002256843,0.0008506262,0.0007812728,0.0001140148,0.00003602529,0.000416567,0.0003192426,0.0002305946],"category_scores_gemma":[0.006523013,0.000188169,0.0001587497,0.001250621,0.0003415777,0.0001803553,0.0003465844,0.0016359,0.00001779234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606527,"about_ca_system_score_gemma":0.003600298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001699189,"about_ca_topic_score_gemma":0.0006252669,"domain_scores_codex":[0.9927613,0.002599401,0.001309236,0.0008845868,0.001150684,0.001294856],"domain_scores_gemma":[0.9959005,0.001361695,0.0001692618,0.000770585,0.00148705,0.0003108875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01911614,0.007823143,0.963595,0.002416726,0.00004113674,0.0004797024,0.0001089429,0.00001275487,0.001936252,0.003503454,0.0002284652,0.000738249],"study_design_scores_gemma":[0.031178,0.005846343,0.9562458,0.001031699,0.000001113601,0.0000400076,0.0001737528,0.0005788262,0.0005573225,0.0006827165,0.003531183,0.000133283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02536222,0.000002343694,0.00007593114,0.001472669,0.000003835658,0.9724349,0.00002221675,0.0000233612,0.000602566],"genre_scores_gemma":[0.1368486,5.20264e-8,0.000308518,0.00003908026,0.000148248,0.8617997,0.00001178835,0.00003251529,0.0008114564],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1114864,"threshold_uncertainty_score":0.7809128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3520807783934783,"score_gpt":0.5964986305695122,"score_spread":0.2444178521760339,"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."}}