{"id":"W2113595179","doi":"10.4172/2155-6113.1000e114","title":"HIV Infection among Transgender Women: Challenges and Opportunities","year":2014,"lang":"en","type":"article","venue":"Journal of AIDS & Clinical Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Transgender; Transgender women; Omics; Transgender Person; Men who have sex with men; Family medicine; Bioinformatics; Syphilis; Gender studies; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01696759,0.0001016851,0.0004915471,0.000632402,0.00012441,0.00005544494,0.0001454848,0.0001687804,0.0006235986],"category_scores_gemma":[0.006524427,0.00007330712,0.0003119155,0.0001523741,0.000698804,0.0002862815,0.00007235165,0.001821462,0.00003553437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008197573,"about_ca_system_score_gemma":0.0002809028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001488932,"about_ca_topic_score_gemma":0.00001714942,"domain_scores_codex":[0.9958355,0.001394551,0.0009255339,0.0001889978,0.001155262,0.0005000947],"domain_scores_gemma":[0.995682,0.001736938,0.0001419058,0.000237071,0.001159907,0.001042181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001157391,0.0009744692,0.02850952,0.000294795,0.0004317852,0.0001176565,0.001075986,4.471013e-7,0.0002743957,0.002686155,0.02698773,0.9374897],"study_design_scores_gemma":[0.00704109,0.09634544,0.4978847,0.001252172,0.0001029403,0.0003454431,0.005806841,0.0007713311,0.000203163,0.008337517,0.3816714,0.0002379214],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659329,0.001985962,0.0006632068,0.00846039,0.00008378271,0.0001617441,0.00000263289,0.00001156115,0.0226978],"genre_scores_gemma":[0.938819,0.04636949,0.0001975102,0.0000941492,0.0008270127,0.00001042389,0.000001539022,0.00001859617,0.01366227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9372517,"threshold_uncertainty_score":0.7913449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4240754086091506,"score_gpt":0.522773472025334,"score_spread":0.09869806341618337,"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."}}