{"id":"W4238756915","doi":"10.1007/978-1-4614-9610-6_188-1","title":"Immune Activation and HIV Transmission","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Human immunodeficiency virus (HIV); Immune system; Transmission (telecommunications); Immunology; Virology; Biology; Computer science; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002457064,0.000557454,0.000327081,0.0005532103,0.0005684553,0.001658695,0.0005176318,0.00103417,0.02224036],"category_scores_gemma":[0.0003519949,0.0001655475,0.0001734049,0.0004469103,0.001100668,0.001402456,0.001112331,0.002252507,0.006506211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008648703,"about_ca_system_score_gemma":0.0008920718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008899028,"about_ca_topic_score_gemma":0.002401814,"domain_scores_codex":[0.9998679,0.00004222034,0.000003725152,0.00001400248,0.00005358044,0.000018538],"domain_scores_gemma":[0.9999431,0.00003222133,0.000003016889,0.000004179685,0.000009312652,0.000008210239],"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":[0.00002918172,0.00007590008,0.0001053067,0.0003622012,0.000007741159,0.0001594825,0.0005900648,0.0002694796,0.0009579478,0.2778351,0.3635633,0.3560443],"study_design_scores_gemma":[0.000002835729,0.000009991994,0.0001139612,0.0002540181,0.000002408713,0.0002017693,0.00008984634,0.00004677719,0.0001550975,0.03934725,0.9597729,0.000003257116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001197073,0.3501113,0.00307672,0.01108185,0.006719755,0.00004243046,0.0000631501,0.00006720895,0.6276405],"genre_scores_gemma":[0.01177118,0.1631627,0.002042648,0.007261045,0.003180702,0.00008184302,0.00007549539,0.00005409844,0.8123704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02224036,"threshold_uncertainty_score":0.07440144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312526553936085,"score_gpt":0.23340696971582,"score_spread":0.2202817041764591,"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."}}