{"id":"W2026956966","doi":"10.1517/17530050802708981","title":"Trofile HIV co-receptor usage assay","year":2009,"lang":"en","type":"article","venue":"Expert Opinion on Medical Diagnostics","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tropism; CCR5 receptor antagonist; Maraviroc; Co-receptor; Human immunodeficiency virus (HIV); Medicine; Computational biology; Tissue tropism; Pharmacology; CXCR4; Virology; Bioinformatics; Receptor; Biology; Chemokine receptor; Virus; Internal medicine; Chemokine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003427291,0.0002084756,0.0002749327,0.00008960784,0.0001929326,0.00001776826,0.0003067942,0.0003755166,0.0199715],"category_scores_gemma":[0.003589726,0.0001561181,0.0001010078,0.00009933939,0.0002181263,0.00004060368,0.0000365403,0.0004867679,0.04545432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007282176,"about_ca_system_score_gemma":0.0001414972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001506367,"about_ca_topic_score_gemma":0.000001191232,"domain_scores_codex":[0.9982266,0.0003486661,0.0002749093,0.0003350416,0.0002577587,0.0005570034],"domain_scores_gemma":[0.9977055,0.001660814,0.0000454316,0.0003086446,0.00004309195,0.0002365135],"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":[0.00009189951,0.000982374,0.0006633269,0.000002090878,0.00005414747,0.00004875859,0.0001876859,3.927936e-7,0.001517292,0.0009519182,0.9112158,0.08428428],"study_design_scores_gemma":[0.002116125,0.00104408,0.003601922,0.0000947546,0.000001743801,0.00002099707,0.00006560191,0.000006630577,0.008893026,0.00003174985,0.98395,0.0001734332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1061892,0.2069269,0.01880887,0.3626134,0.03851875,0.007186397,0.01126041,0.003379592,0.2451165],"genre_scores_gemma":[0.824931,0.1006921,0.001173723,0.03051563,0.002545998,0.0004298273,0.02760361,0.0001072624,0.01200084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7187418,"threshold_uncertainty_score":0.9809244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243234393225529,"score_gpt":0.3369004550149915,"score_spread":0.3144681110827362,"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."}}