{"id":"W4362601880","doi":"10.1097/qad.0000000000003514","title":"Inclusion of women in HIV research and clinical trials","year":2023,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"National Institute on Aging","keywords":"Human immunodeficiency virus (HIV); Family medicine; Medicine; Gerontology; Inclusion (mineral); Clinical trial; Library science; Sociology; Internal medicine; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03411685,0.000121062,0.001161297,0.001190962,0.00007762696,0.0000166918,0.0002163914,0.0006565471,0.000855386],"category_scores_gemma":[0.02442411,0.00009225491,0.0002715451,0.0006822476,0.00036753,0.00003956424,0.00118937,0.00325666,0.0002385536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577653,"about_ca_system_score_gemma":0.0003402121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003170291,"about_ca_topic_score_gemma":0.0000191677,"domain_scores_codex":[0.9939935,0.002696812,0.001223715,0.0003679547,0.0009760332,0.0007419887],"domain_scores_gemma":[0.9939998,0.004920363,0.0001248842,0.0004539202,0.0002634464,0.0002375831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002055363,0.0001410255,0.00958811,0.0004956277,0.000129544,0.0003840248,0.0002996968,6.452161e-9,0.0001419905,0.00002834347,0.9697362,0.01884989],"study_design_scores_gemma":[0.00279362,0.0118963,0.004737251,0.00196537,0.00003651919,0.000008554266,0.0002650467,0.00005944528,0.00008327862,0.003556372,0.9744844,0.0001137804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2882155,0.000764729,0.0000221283,0.6960287,0.0002211293,0.00167532,0.0002090926,0.00005256734,0.01281088],"genre_scores_gemma":[0.0492802,0.005362599,0.0004295906,0.05399822,0.009128584,0.0004675936,0.001192782,0.0001965878,0.8799438],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.867133,"threshold_uncertainty_score":0.9990429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.318092302058682,"score_gpt":0.5625217079239849,"score_spread":0.2444294058653029,"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."}}