{"id":"W2985996538","doi":"10.7554/elife.03821.019","title":"Author response: HIV-1 DNA predicts disease progression and post-treatment virological control","year":2014,"lang":"en","type":"peer-review","venue":"","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fleming College; Institute of Infection and Immunity","funders":"","keywords":"Viral load; Disease; Population; Immunology; Antiretroviral therapy; Clinical trial; Medicine; Virology; Virus; Viral replication; Human immunodeficiency virus (HIV); Internal medicine","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":[0.004214603,0.0006208168,0.0009243605,0.0008491332,0.0005627308,0.001782014,0.001323582,0.005360946,0.14045],"category_scores_gemma":[0.06413128,0.0002435842,0.0005171315,0.000392027,0.0007410781,0.0009304087,0.0007823212,0.003250552,0.05067677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008887977,"about_ca_system_score_gemma":0.002005448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116196,"about_ca_topic_score_gemma":0.001720513,"domain_scores_codex":[0.9976023,0.0009918055,0.0002141235,0.0003020181,0.0006800069,0.0002097748],"domain_scores_gemma":[0.9616597,0.01467143,0.001430387,0.001010132,0.01865807,0.002570312],"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":[0.0003293121,0.0000270161,0.0007575612,0.0003303889,0.00002400362,0.00008248977,0.00003518191,0.0000513546,0.0001006272,0.0002134128,0.9809853,0.0170634],"study_design_scores_gemma":[0.0007853679,0.0004473155,0.01139284,0.002218388,0.0001512918,0.001283938,0.0007206907,0.000657315,0.001286755,0.003625625,0.9773332,0.00009719697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003609397,0.005789779,0.0007153337,0.752501,0.2095502,0.000243921,0.002874289,0.0002644164,0.02445157],"genre_scores_gemma":[0.06781331,0.01275606,0.002420424,0.4044778,0.1755093,0.0005089883,0.003167748,0.0004810872,0.3328653],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.14045,"threshold_uncertainty_score":0.4698521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414874853988007,"score_gpt":0.3319208265444225,"score_spread":0.3077720780045424,"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."}}