{"id":"W3154259490","doi":"10.24135/pacifichealth.v4i.50","title":"Mapping the Spatial Variability of Sexually Transmitted Infections Across Fiji Health Regions","year":2021,"lang":"en","type":"article","venue":"Pacific Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Gonorrhea; Public health; Medicine; Syphilis; Chlamydia; Environmental health; Reproductive health; Demography; Population; Geography; Human immunodeficiency virus (HIV); Family medicine; Nursing; Immunology","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":[0.001079641,0.0002100589,0.0001258314,0.002935932,0.0005523388,0.0008505374,0.0004399161,0.0002689299,0.001924744],"category_scores_gemma":[0.005470691,0.0001639516,0.0002603812,0.005108271,0.0003992995,0.0005464416,0.0009900876,0.0002071739,0.0002254471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008839349,"about_ca_system_score_gemma":0.001758656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09955676,"about_ca_topic_score_gemma":0.1099327,"domain_scores_codex":[0.9995546,0.0001539395,0.00003410911,0.0001060466,0.00007511768,0.00007628032],"domain_scores_gemma":[0.9983473,0.0006579625,0.0004771736,0.0001213929,0.0003393679,0.0000567939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003429515,0.00001828513,0.9532186,0.0001816869,0.00005914718,0.00009012282,0.002678754,0.003109243,0.000891232,0.000843833,0.001695724,0.03717911],"study_design_scores_gemma":[0.000003086144,0.00002250256,0.9889542,0.00008079917,0.00003190196,0.00008340671,0.002386817,0.004243002,0.0003292099,0.0002349898,0.003616208,0.00001385147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827381,0.0003013534,0.003229962,0.0006399565,0.000008138932,0.00006107886,0.007100237,0.00008512791,0.005836175],"genre_scores_gemma":[0.9890888,0.000238901,0.007580348,0.00004678924,0.000006173067,0.00007097561,0.002540264,0.000008030263,0.0004198056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09955676,"threshold_uncertainty_score":0.1979545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05725653594633547,"score_gpt":0.3349148666286862,"score_spread":0.2776583306823508,"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."}}