{"id":"W2756624638","doi":"10.1136/bmjopen-2017-016609","title":"Usage of purchased self-tests for HIV and sexually transmitted infections in Amsterdam, the Netherlands: results of population-based and serial cross-sectional studies among the general population and sexual risk groups","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stichting Sanquin Bloedvoorziening; Provincial Health Services Authority; Universiteit van Amsterdam; ZonMw; Seventh Framework Programme; Hartstichting; Rijksinstituut voor Volksgezondheid en Milieu; European Commission","keywords":"Medicine; Chlamydia; Population; Syphilis; Demography; Cross-sectional study; Men who have sex with men; Gonorrhea; Test (biology); Ethnic group; Gerontology; Human immunodeficiency virus (HIV); Family medicine; Environmental health; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001744923,0.0003016603,0.0005071875,0.001428378,0.0002115339,0.001069737,0.0005565555,0.0004171449,0.001286533],"category_scores_gemma":[0.005017421,0.0004967379,0.0007138096,0.002494386,0.0003917872,0.0008857458,0.0006504956,0.0004065524,0.0001518686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007970493,"about_ca_system_score_gemma":0.0004788346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04136283,"about_ca_topic_score_gemma":0.03564309,"domain_scores_codex":[0.9981301,0.000624937,0.0003768042,0.0004211192,0.0003312145,0.0001156949],"domain_scores_gemma":[0.99646,0.0008637745,0.001729779,0.0001651136,0.0005631064,0.0002182203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006406601,0.00002794127,0.9948191,0.0001462963,0.0004339858,0.00006682893,0.0005297268,0.0001133647,0.0001351558,0.00002577859,0.0002606961,0.003377142],"study_design_scores_gemma":[0.000004674276,0.00002724203,0.9988481,0.0000378057,0.00006926568,0.00007449664,0.0003852475,0.00009446409,0.00003616348,0.000009341784,0.0004089706,0.000004259879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908997,0.005169689,0.0002398811,0.000104504,0.00001809373,0.00004783951,0.002737462,0.000007654211,0.000775254],"genre_scores_gemma":[0.9965933,0.00137949,0.0002477743,0.00003820811,0.0000161175,0.00005560822,0.001400728,0.000006061074,0.0002627091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04136283,"threshold_uncertainty_score":0.0822441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08147219699401533,"score_gpt":0.4459339589271509,"score_spread":0.3644617619331356,"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."}}