{"id":"W4392093731","doi":"10.1186/s12936-024-04880-8","title":"Bayesian spatio-temporal analysis of malaria prevalence in children between 2 and 10 years of age in Gabon","year":2024,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Malaria; Geography; Demography; Scan statistic; Environmental health; Psychological intervention; Covariate; Statistics; Medicine; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.003838702,0.0005956179,0.000715012,0.002186885,0.0004998287,0.000873711,0.000781505,0.0006132562,0.001289134],"category_scores_gemma":[0.008266745,0.0004185287,0.0009947631,0.001017583,0.0004428076,0.000473792,0.0009317106,0.0005371931,0.0001194657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257057,"about_ca_system_score_gemma":0.001091552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09251835,"about_ca_topic_score_gemma":0.06740856,"domain_scores_codex":[0.9988828,0.0006225089,0.0000647216,0.0002670723,0.00005171007,0.0001110842],"domain_scores_gemma":[0.9972108,0.001779725,0.0004838228,0.0001308615,0.0002639596,0.0001308837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000366056,0.00008826537,0.9057458,0.0001275465,0.0005111383,0.0003403706,0.0005418886,0.06917612,0.0006736488,0.001737019,0.0005405074,0.0201516],"study_design_scores_gemma":[0.0000372874,0.0001611282,0.5336063,0.0001202019,0.0002830702,0.0002687175,0.0007761296,0.4609843,0.0003049749,0.002280312,0.001139146,0.00003841842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888883,0.0008789228,0.008757647,0.0002830372,0.000009124197,0.00002872871,0.0008902265,0.00003401897,0.0002300462],"genre_scores_gemma":[0.9936789,0.0002956781,0.004564466,0.0000203823,0.000009137402,0.00003080346,0.001144783,0.000005200762,0.0002507125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09251835,"threshold_uncertainty_score":0.1839597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109313562399377,"score_gpt":0.2827753982425132,"score_spread":0.2718440420025755,"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."}}