{"id":"W2087546909","doi":"10.1007/s11904-010-0039-3","title":"Systems Biology-Based Approaches to Understand HIV-Exposed Uninfected Women","year":2010,"lang":"en","type":"review","venue":"Current HIV/AIDS Reports","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Human immunodeficiency virus (HIV); Systems biology; Computational biology; Biology; Virology; Medicine; Immunology","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":[0.001026454,0.001077458,0.002953112,0.0009347689,0.0003453231,0.0001070213,0.0005017087,0.001277469,0.0005258698],"category_scores_gemma":[0.0003516534,0.0007862048,0.0006751945,0.0007187022,0.0004365042,0.00006595112,0.0002613318,0.001735545,0.003342433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000792446,"about_ca_system_score_gemma":0.001632359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001314254,"about_ca_topic_score_gemma":0.000005691623,"domain_scores_codex":[0.9941778,0.001048971,0.001536251,0.001546083,0.0001525196,0.001538412],"domain_scores_gemma":[0.9964877,0.0004056381,0.0009081085,0.001704814,0.0001293442,0.0003643726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007314514,0.00128855,0.0005367995,0.01051757,0.001913002,0.0004551641,0.0004661865,0.000004641072,0.00009469355,0.0008916199,0.02068014,0.9630785],"study_design_scores_gemma":[0.0007461927,0.0004748281,0.000005475025,0.003345473,0.0004707796,0.0005093919,0.0001239547,9.672485e-7,0.00002903421,0.00003815264,0.993519,0.0007367565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000513948,0.9888178,0.0008302615,0.00002662109,0.003526611,0.003537254,0.001181858,0.0002939658,0.00127164],"genre_scores_gemma":[0.002878238,0.9599167,0.0001527854,0.00001076055,0.0002944786,0.002336216,0.0261071,0.0001960605,0.008107694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9728389,"threshold_uncertainty_score":0.9994589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587502500076076,"score_gpt":0.3310033880878774,"score_spread":0.1722531380802699,"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."}}