{"id":"W2096494921","doi":"10.1128/jvi.76.4.1753-1761.2002","title":"Persistence and Fitness of Multidrug-Resistant Human Immunodeficiency Virus Type 1 Acquired in Primary Infection","year":2002,"lang":"en","type":"article","venue":"Journal of Virology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":220,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal; McGill University Health Centre; Jewish General Hospital","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Viremia; Biology; Resistance mutation; Virology; Virus; Multiple drug resistance; Reverse transcriptase; Immunology; Drug resistance; Microbiology; Genetics; Polymerase chain reaction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002835888,0.0001443314,0.0003326141,0.0002428278,0.0003325811,0.0005698568,0.0001632452,0.000288352,0.0008894705],"category_scores_gemma":[0.001372599,0.0001555955,0.0001664849,0.0001486765,0.0001939517,0.0003366041,0.0002814445,0.0003365788,0.0001641485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002788018,"about_ca_system_score_gemma":0.0001023028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006312359,"about_ca_topic_score_gemma":0.0007760042,"domain_scores_codex":[0.9997572,0.00004520126,0.00002040569,0.00005855539,0.00004344667,0.0000751105],"domain_scores_gemma":[0.9994079,0.000108152,0.0001796676,0.00006616065,0.00007855311,0.0001596504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007717038,0.0001907933,0.7823856,0.0001009449,0.0001012905,0.002459189,0.001030261,0.0002616931,0.1958726,0.0001698165,0.000235805,0.01642031],"study_design_scores_gemma":[0.00001468443,0.001276415,0.9752045,0.00001579364,0.00005425516,0.00867735,0.0003122937,0.0004621432,0.01319537,0.00005230516,0.0007204472,0.00001443868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994736,0.000257172,0.00004856359,0.000007013993,0.000001402092,0.000003031343,0.00003073331,0.00000196687,0.000176495],"genre_scores_gemma":[0.9997002,0.00006576275,0.00003489367,0.000008611408,0.000004000738,0.000002591202,0.00007667123,9.640673e-7,0.0001063063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008894705,"threshold_uncertainty_score":0.002975583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002438975280469,"score_gpt":0.265828820585908,"score_spread":0.2358044308331033,"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."}}