{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01328609,0.002802742,0.002574662,0.002412234,0.002967258,0.001253137,0.002173743,0.002189172,0.02952989],"category_scores_gemma":[0.007680601,0.002113638,0.001905171,0.002000263,0.0009827403,0.001974554,0.001698097,0.002713315,0.006708209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003167746,"about_ca_system_score_gemma":0.01290762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008996016,"about_ca_topic_score_gemma":0.01347776,"domain_scores_codex":[0.9951437,0.002186609,0.001100008,0.0004930827,0.0004409376,0.0006356566],"domain_scores_gemma":[0.9944639,0.0006708166,0.000872226,0.000619165,0.002600485,0.0007735342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05318411,0.05984724,0.2320887,0.05248614,0.001526055,0.007186163,0.019657,0.01188102,0.02386902,0.01349784,0.2127857,0.3119911],"study_design_scores_gemma":[0.03021989,0.03494402,0.5198761,0.01403667,0.0008560119,0.001733188,0.01477319,0.007703629,0.005478306,0.005131794,0.36458,0.0006673058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007453683,0.0001905938,0.002534525,0.0001864172,0.0001164004,0.981475,0.005755762,0.00005037468,0.002237249],"genre_scores_gemma":[0.005555909,0.000230295,0.005876232,0.0002190316,0.00002631822,0.9855795,0.001787427,0.000005737733,0.0007195927],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02952989,"threshold_uncertainty_score":0.09878737,"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."}}