{"id":"W2149330759","doi":"10.1093/jac/dkr291","title":"Transmission dynamics of the M184V drug resistance mutation in primary HIV infection","year":2011,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Resistance mutation; Reverse transcriptase; Reversion; Virology; Mutation; Drug resistance; Transmission (telecommunications); Biology; Human immunodeficiency virus (HIV); Genetics; Polymerase chain reaction; Phenotype; Gene","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":[0.0003416284,0.0001289271,0.0002204913,0.0004505131,0.0002764134,0.0004651412,0.0002545694,0.000289205,0.001535316],"category_scores_gemma":[0.002336581,0.0001907857,0.00009059258,0.0002549527,0.000204267,0.0003330952,0.0002096787,0.0003858371,0.0004616957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736319,"about_ca_system_score_gemma":0.0001353524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142963,"about_ca_topic_score_gemma":0.0005901446,"domain_scores_codex":[0.9998131,0.00003902217,0.00001103713,0.00004642809,0.00004911665,0.00004130416],"domain_scores_gemma":[0.9992957,0.000216979,0.0002396143,0.00005028465,0.0001174119,0.00007997322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001688949,0.0003726379,0.7947712,0.0001597788,0.0000935002,0.002647537,0.002043364,0.002471046,0.143539,0.001051827,0.001341056,0.04982013],"study_design_scores_gemma":[0.00005943454,0.001653994,0.9397676,0.00004123212,0.0001035575,0.01017605,0.0009490273,0.01375979,0.03025357,0.001251339,0.00193559,0.00004886588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988028,0.0003457492,0.0003217951,0.00003629816,0.000001974038,0.000007644363,0.00004836443,0.00001156218,0.0004237307],"genre_scores_gemma":[0.9994789,0.0001187268,0.0001650657,0.000008146323,0.000004900655,0.00000543022,0.0000517899,0.000001963957,0.0001650792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001535316,"threshold_uncertainty_score":0.005136192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008563452112647665,"score_gpt":0.2250271559779962,"score_spread":0.2164637038653485,"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."}}