{"id":"W7098117988","doi":"","title":"Molecular and Clinical Epidemiology of CXCR4-Using HIV-1 in a Large Population","year":2016,"lang":"en","type":"article","venue":"","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Population; Viral load; Virus; V3 loop; Human immunodeficiency virus (HIV); Young adult","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924103,0.0002415419,0.0002604245,0.0008685816,0.0008058259,0.0008208824,0.0003962207,0.000428747,0.00125131],"category_scores_gemma":[0.001633,0.0003385651,0.0001589856,0.0008062365,0.0006197955,0.0003581086,0.0004703453,0.0004180711,0.0002180449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004467572,"about_ca_system_score_gemma":0.0004961123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02925998,"about_ca_topic_score_gemma":0.02459314,"domain_scores_codex":[0.9991666,0.0002566002,0.00004694083,0.0002421977,0.000166557,0.0001211265],"domain_scores_gemma":[0.9990452,0.0001418258,0.0002891105,0.00008898224,0.000172106,0.0002627287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003161377,0.00001364566,0.9989406,0.000002407909,0.00001783822,0.00004943289,0.00008574642,0.00001230805,0.0002685169,0.00001271678,0.00004348825,0.0005217095],"study_design_scores_gemma":[0.000004356553,0.00005248178,0.9990133,0.000002899254,0.000008216964,0.0004397935,0.0002257819,0.00009327539,0.00003605379,0.000008196504,0.0001127983,0.000002840552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995333,0.000117962,0.00006198966,0.00002053268,0.00000229923,0.000005871708,0.0001127807,0.000001750929,0.0001435711],"genre_scores_gemma":[0.9996513,0.00006245916,0.00004745402,0.0000198582,0.000007053464,0.000005648128,0.0001420093,0.000001113409,0.00006298267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02925998,"threshold_uncertainty_score":0.05817932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06113337298023522,"score_gpt":0.3933913723536372,"score_spread":0.3322579993734019,"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."}}