{"id":"W4242286983","doi":"10.21203/rs.3.rs-16312/v4","title":"Trends and determinants of HIV transmission among men who inject drugs in the Pokhara Valley, Nepal: Analysis of cross-sectional studies","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; Health Sciences Centre","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Medicine; Demography; Human immunodeficiency virus (HIV); Cross-sectional study; Logistic regression; Public health; Environmental health; Transmission (telecommunications); Developing country; Internal medicine; Immunology; Biology","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":[0.00220483,0.0002063089,0.000316846,0.001491586,0.0004362496,0.0009439429,0.0005141787,0.0004140147,0.001030732],"category_scores_gemma":[0.004509602,0.0004088814,0.0009341697,0.002304853,0.0002550582,0.0006189098,0.0006374788,0.0005162573,0.0001667808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315985,"about_ca_system_score_gemma":0.0006080991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081025,"about_ca_topic_score_gemma":0.01314246,"domain_scores_codex":[0.9989556,0.0004821481,0.0001479817,0.0001867541,0.0001303662,0.00009705967],"domain_scores_gemma":[0.9969886,0.0009797168,0.00112672,0.0002177945,0.0004652441,0.0002218792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001696785,0.00002464451,0.9986733,0.00003409217,0.000174816,0.00002902067,0.0002097388,0.00002639561,0.00005079147,0.000009546218,0.00005151644,0.0006990327],"study_design_scores_gemma":[0.000002630492,0.00006060613,0.99845,0.00002963967,0.00008448582,0.0001263021,0.000846602,0.0002065095,0.00003107082,0.00001023539,0.0001486855,0.000003188869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976756,0.0005048296,0.0001573304,0.00004273302,0.000004917127,0.00004083354,0.00130684,0.000003577102,0.0002634246],"genre_scores_gemma":[0.9979899,0.0003282077,0.0002977876,0.00003333881,0.000004547335,0.00006859298,0.001175425,0.000001659942,0.0001006358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01081025,"threshold_uncertainty_score":0.02149469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549063844752474,"score_gpt":0.496270541057291,"score_spread":0.3413641565820437,"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."}}