{"id":"W4229061216","doi":"10.21203/rs.3.rs-1595516/v1","title":"Epidemiology of Sexually Transmitted Infections: Trends among Patients Screened for Sexually Transmitted Infections in Rwandan Health Facilities 2014-2020","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Rwanda Biomedical Centre","keywords":"Epidemiology; Medicine; Public health; Demography; Population; Reproductive health; Environmental health; Internal medicine","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":[0.0008828263,0.0002386215,0.0002580977,0.001753214,0.0003834226,0.0006739901,0.0005400427,0.0003461171,0.001532906],"category_scores_gemma":[0.002200148,0.0002724755,0.0006079748,0.001471433,0.0002707441,0.000646841,0.0007528741,0.0005584033,0.0003572799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008454782,"about_ca_system_score_gemma":0.001064015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02157678,"about_ca_topic_score_gemma":0.02350296,"domain_scores_codex":[0.9991341,0.0002338904,0.000134168,0.000143614,0.0001488092,0.0002054979],"domain_scores_gemma":[0.9978066,0.0001727826,0.001366057,0.00005603649,0.0003991473,0.0001992404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002286178,0.00001761396,0.9972751,0.00004640895,0.00003605644,0.00003068788,0.00009389075,0.000058504,0.0001672729,0.00001474641,0.0004630919,0.001773778],"study_design_scores_gemma":[0.000002558078,0.00005697793,0.9988551,0.00005775639,0.00001775111,0.0001834862,0.0003096556,0.00007964089,0.00007541579,0.000005446278,0.0003526764,0.00000349108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889069,0.001310181,0.0001922888,0.0003274214,0.00002918013,0.00005090047,0.008076608,0.00002377934,0.001082684],"genre_scores_gemma":[0.9954563,0.0006732388,0.000280903,0.0000826226,0.00002813769,0.00006021594,0.003161584,0.000003379917,0.0002537036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02157678,"threshold_uncertainty_score":0.04290241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755811924804365,"score_gpt":0.5025387472284828,"score_spread":0.3269575547480463,"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."}}