{"id":"W4293663776","doi":"","title":"Long-term Mortality in HIV-Positive Individuals Virally Suppressed for > 3 Years With Incomplete CD4 Recovery","year":2014,"lang":"en","type":"preprint","venue":"Kölner Universitäts PublikationsServer (Universität zu Köln)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic","funders":"","keywords":"Term (time); Human immunodeficiency virus (HIV); Medicine; Virology; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008422434,0.0007714272,0.001264206,0.002951421,0.0004608883,0.000384769,0.001289239,0.0007802718,0.001489175],"category_scores_gemma":[0.000179593,0.0008711881,0.0008905596,0.001336288,0.0004436646,0.003791631,0.00134506,0.001502267,0.0001372754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441899,"about_ca_system_score_gemma":0.001475085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007903926,"about_ca_topic_score_gemma":0.003213885,"domain_scores_codex":[0.9949932,0.0004902214,0.0006925442,0.001546813,0.001148415,0.001128839],"domain_scores_gemma":[0.9957427,0.0003446029,0.0006173768,0.001506782,0.001078781,0.0007097838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007686825,0.005903621,0.7512277,0.005882468,0.01554277,0.003547453,0.007243339,0.004455734,0.001130186,0.0520408,0.1319303,0.01340878],"study_design_scores_gemma":[0.01361679,0.003258084,0.9602187,0.003035032,0.002213992,0.00005551393,0.001553048,0.003314916,0.0001632228,0.002218065,0.008668349,0.00168427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365739,0.000187489,0.03403196,0.004129323,0.0002690117,0.004252946,0.00318302,0.0002958887,0.01707647],"genre_scores_gemma":[0.9427146,0.0001090976,0.00479194,0.000273747,0.0002284727,0.00008610892,0.01224134,0.000136383,0.03941827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.208991,"threshold_uncertainty_score":0.9994236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614775439473384,"score_gpt":0.2883792618819754,"score_spread":0.2622315074872416,"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."}}