{"id":"W4212901364","doi":"10.26226/morressier.5af060641dd164001d5ef3ba","title":"PREDICTORS OF UNDERREPORTING OF UNPROTECTED SEX WITH CLIENTS AS MEASURED BY SEMEN DETECTION AMONG FEMALE SEX WORKERS UNDER HIV TREATMENT AS PREVENTION OR PRE-EXPOSURE PROPHYLAXIS IN BENIN","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval","funders":"","keywords":"Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Medicine; Safer sex; Female sex; Semen; Gynecology; Men who have sex with men; Obstetrics; Environmental health; Demography; Family medicine; Internal medicine; Condom; Andrology","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":[0.0008883792,0.0002798975,0.0001977753,0.0006219335,0.0005499387,0.0004775952,0.0004704617,0.0003941544,0.001594933],"category_scores_gemma":[0.002321624,0.0002953756,0.0001394535,0.0006297103,0.0004218282,0.0003483682,0.0005230171,0.0003914039,0.0001308533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005673084,"about_ca_system_score_gemma":0.000487128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02146407,"about_ca_topic_score_gemma":0.02210716,"domain_scores_codex":[0.9994055,0.0002580918,0.00004100241,0.00008087505,0.00008701444,0.0001275229],"domain_scores_gemma":[0.9982154,0.0004110532,0.0009628564,0.00005887578,0.0001506595,0.0002011714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002625779,0.00001869153,0.9990977,0.000005779501,0.000004414076,0.00002737201,0.0001969796,0.0000177443,0.00004464343,0.000006780735,0.00002931613,0.0005243811],"study_design_scores_gemma":[0.000001781036,0.00003747745,0.998628,0.00001484142,0.000004213392,0.00007821295,0.0008759388,0.0002490739,0.00004086254,0.00001061012,0.00005727914,0.000001676719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997116,0.00008223464,0.00001971649,0.00004610895,0.000001608781,0.000003663463,0.00003800691,7.477594e-7,0.00009645749],"genre_scores_gemma":[0.9998025,0.00005077529,0.00002042817,0.000008515226,0.000002298117,0.000003585052,0.00003922944,4.165773e-7,0.00007228257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02146407,"threshold_uncertainty_score":0.0426783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281834452519084,"score_gpt":0.3043667614923986,"score_spread":0.2815484169672077,"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."}}