{"id":"W2085768657","doi":"10.1136/ebn.12.1.26","title":"Excess mortality after HIV seroconversion has greatly decreased in the past 10 yearsCommentary","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seroconversion; Human immunodeficiency virus (HIV); Medicine; Demography; Virology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008010067,0.0004345281,0.0005832899,0.0005818505,0.0002567612,0.0001620865,0.0005343793,0.0004656342,0.003394005],"category_scores_gemma":[0.0002679798,0.0003276897,0.0005785938,0.0005533641,0.000617379,0.0003980079,0.000041909,0.002297322,0.0004028554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007308558,"about_ca_system_score_gemma":0.000565322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008951001,"about_ca_topic_score_gemma":0.00005557094,"domain_scores_codex":[0.9954674,0.001097288,0.00059358,0.0006669442,0.001388338,0.0007864239],"domain_scores_gemma":[0.9978095,0.0006208468,0.0001684272,0.001027578,0.0001630107,0.0002106849],"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":[0.0004103858,0.0003002183,0.03101523,0.0005209419,0.00005790467,0.00365266,0.000398619,0.000001440556,0.00003061987,2.082314e-7,0.9605467,0.003065079],"study_design_scores_gemma":[0.004244786,0.003025647,0.1374882,0.06968412,0.0008453489,0.000353556,0.0006497727,0.001134019,0.0004343038,0.00007579997,0.7810506,0.001013831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07745761,0.00213189,0.0004740101,0.9164234,0.0002100752,0.001453384,0.00009980705,0.00007372267,0.001676079],"genre_scores_gemma":[0.3208632,0.0003875895,0.0005415375,0.650973,0.006727907,0.0006100856,0.002786147,0.0001794182,0.01693112],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2654504,"threshold_uncertainty_score":0.9999175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102888633304161,"score_gpt":0.3623420064479909,"score_spread":0.2594533731438299,"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."}}