{"id":"W2084153581","doi":"10.1089/aid.2011.0223","title":"HIV Type 1 <i>gag</i> Genetic Diversity Among Antenatal Clinic Attendees in North Rift Valley, Kenya","year":2011,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Virology; Amplicon; Polymerase chain reaction; Genetic diversity; Biology; Population; V3 loop; Immunology; Medicine; Antibody; Genetics; Gene","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":[0.0003972585,0.0003021256,0.000221985,0.0006280842,0.001367669,0.0004401183,0.0003717489,0.0005220496,0.001417233],"category_scores_gemma":[0.001401312,0.000439223,0.000120342,0.0005361767,0.0006154018,0.0003655052,0.0002746871,0.0003060939,0.0001955758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007977525,"about_ca_system_score_gemma":0.0005932474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07348156,"about_ca_topic_score_gemma":0.1496485,"domain_scores_codex":[0.9996098,0.0001149045,0.00003217773,0.00007985689,0.00005976842,0.0001035267],"domain_scores_gemma":[0.9996204,0.00007871636,0.000144198,0.00001446942,0.00004379968,0.00009825358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001035963,0.00007541369,0.9907369,0.00004986462,0.00001681969,0.0007496664,0.0026165,0.00002481544,0.00200943,0.00002551182,0.0003283835,0.003263195],"study_design_scores_gemma":[0.00001288885,0.000199527,0.9946918,0.00003507141,0.00001494086,0.001238542,0.003327784,0.00006182993,0.0001295118,0.00001019063,0.0002699603,0.000008005009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996243,0.0001070473,0.0000123791,0.00004172238,0.000001708742,0.00001297365,0.00005328314,8.949913e-7,0.0001457328],"genre_scores_gemma":[0.9995118,0.0001508625,0.00006830334,0.00005406492,0.000003828798,0.00001270945,0.00005507177,7.812218e-7,0.000142604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07348156,"threshold_uncertainty_score":0.1461077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048059700305737,"score_gpt":0.3262626502831605,"score_spread":0.2214566802525868,"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."}}