{"id":"W2324813392","doi":"10.1136/sextrans-2011-050209","title":"Transmission of HIV-1 drug resistance in Benin could jeopardise future treatment options","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; Université Laval; Université de Montréal; Hôpital Maisonneuve-Rosemont; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Pfizer","keywords":"Medicine; Seroconversion; Transmission (telecommunications); Health care; Serology; Human immunodeficiency virus (HIV); Pediatrics; Internal medicine; Family medicine; Immunology; Antibody","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007967079,0.000219321,0.0002040346,0.0002283368,0.0005311098,0.0005931918,0.0002306527,0.0003949563,0.003798163],"category_scores_gemma":[0.001297391,0.00007760061,0.0000872368,0.0001880303,0.0002328992,0.0004135516,0.0003279396,0.0004320146,0.0004406109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673267,"about_ca_system_score_gemma":0.0003807267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182424,"about_ca_topic_score_gemma":0.00270787,"domain_scores_codex":[0.9996036,0.0002360029,0.00001900314,0.00003487766,0.00004103702,0.00006561544],"domain_scores_gemma":[0.9994467,0.0002051437,0.0001986909,0.00003043451,0.00006048033,0.00005850968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006314955,0.0002435356,0.8243308,0.0003661035,0.00007454398,0.002555692,0.0008737785,0.0006732974,0.009362678,0.002070495,0.001921275,0.1568964],"study_design_scores_gemma":[0.0001036446,0.001139078,0.9053805,0.00122051,0.0001257646,0.02146276,0.004873046,0.006612814,0.01314599,0.005364114,0.0405273,0.00004450133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834247,0.004649622,0.001192868,0.003116051,0.00005937376,0.00003962269,0.0001585801,0.00003906189,0.007320181],"genre_scores_gemma":[0.9969795,0.0009254781,0.0006962763,0.0004186498,0.00003863966,0.000009581014,0.00007935569,0.000005116242,0.0008474776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003798163,"threshold_uncertainty_score":0.0127061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602878602437718,"score_gpt":0.2556578149758503,"score_spread":0.2396290289514731,"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."}}