{"id":"W2128100284","doi":"10.1086/320192","title":"Patterns of Plasma Human Immunodeficiency Virus Type 1 RNA Response to Antiretroviral Therapy","year":2001,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Antiretroviral therapy; Medicine; Human immunodeficiency virus (HIV); Viral load; Immunology; Lentivirus; Sida; Fast track; Clinical trial; Internal medicine; Virology; Intensive care medicine; Viral disease; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0003958403,0.000119547,0.0002321975,0.0001934817,0.0002221376,0.00001259625,0.0002595806,0.00004753381,0.0006077926],"category_scores_gemma":[0.0001686967,0.0000696866,0.0001325151,0.0001911401,0.0000949008,0.00006980636,0.00004497377,0.0001836271,0.0001942687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005792722,"about_ca_system_score_gemma":0.0001170116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002946317,"about_ca_topic_score_gemma":0.00002553531,"domain_scores_codex":[0.9987296,0.0005520738,0.0003065814,0.00007480922,0.00008751846,0.0002494492],"domain_scores_gemma":[0.9990657,0.0002688645,0.0002003386,0.000225164,0.0001908681,0.00004905648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0100725,0.0009741557,0.2046505,0.00000515797,0.0003842626,0.00005420681,0.0005811622,0.00004293674,0.7730767,0.00001950496,0.0007532127,0.009385695],"study_design_scores_gemma":[0.007411815,0.02709145,0.8048926,0.0001129081,0.000189791,0.0009542163,0.0005330541,7.295513e-7,0.1505236,0.0001527214,0.007895964,0.0002411306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957126,0.003496332,0.00002756411,0.00009036288,0.0002266557,0.0001416584,0.00006613779,0.00001463348,0.0002240636],"genre_scores_gemma":[0.9981284,0.001280893,0.000001297136,0.00005724148,0.00002933169,0.000002332512,0.000006820025,0.00001094117,0.000482776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6225531,"threshold_uncertainty_score":0.6654902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607342541158258,"score_gpt":0.2897213698888813,"score_spread":0.2736479444772987,"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."}}