{"id":"W4200059537","doi":"10.1186/s12936-021-03982-x","title":"Household and individual level risk factors associated with declining malaria incidence in Meghalaya, India: implications for malaria elimination in low-endemic settings","year":2021,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Indigenous Peoples' Health; National Institute of Allergy and Infectious Diseases; York University","keywords":"Malaria; Plasmodium vivax; Plasmodium falciparum; Tropical medicine; Epidemiology; Asymptomatic; Parasitology; Incidence (geometry); Medicine; Logistic regression; Demography; Primaquine; Immunology; Biology; Internal medicine; Pathology; Chloroquine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003274145,0.0003183994,0.0006448127,0.0006649734,0.0003304521,0.0003564522,0.0002466914,0.000412309,0.0000731411],"category_scores_gemma":[0.00630277,0.0002814574,0.0001172939,0.0008430351,0.00009285055,0.0006276208,0.0001334246,0.001911955,0.000001150468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003802028,"about_ca_system_score_gemma":0.001100147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009285305,"about_ca_topic_score_gemma":0.0006541079,"domain_scores_codex":[0.9966866,0.0004515467,0.0008801277,0.0005401919,0.0006064803,0.0008350057],"domain_scores_gemma":[0.997153,0.001149388,0.0005540854,0.0002936357,0.0004457149,0.0004041466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004689648,0.0003062853,0.9898278,0.00005182107,0.0002770681,0.0001992873,0.0007871693,0.0001523399,0.002607734,0.003766314,0.0001328365,0.00142242],"study_design_scores_gemma":[0.008585112,0.0004954009,0.9857255,0.0006238378,0.0002608185,0.0003694166,0.0008931248,0.0009575014,0.0004481745,0.001343766,0.00002373539,0.000273672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807227,0.000315165,0.003577498,0.01398963,0.00009948741,0.0008642965,0.0003111057,0.00003516932,0.00008496725],"genre_scores_gemma":[0.9966319,0.0001448212,0.002245637,0.0003300772,0.0001477081,0.0001131259,0.0002032386,0.00005776329,0.0001257455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0159092,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07183384612834272,"score_gpt":0.3075209728570658,"score_spread":0.2356871267287231,"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."}}