{"id":"W2006389041","doi":"10.1097/00126334-200412150-00017","title":"Diminished Representation of HIV-1 Variants Containing Select Drug Resistance-Conferring Mutations in Primary HIV-1 Infection","year":2004,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; McGill University","funders":"","keywords":"Resistance mutation; Viremia; Virology; Population; Biology; Mutation; Reverse transcriptase; Virus; Medicine; Genetics; RNA; 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":[0.000227457,0.0001255998,0.0002854317,0.0003650511,0.0001888126,0.0003398669,0.0001266433,0.0001543625,0.001731185],"category_scores_gemma":[0.001142341,0.0001472634,0.0001037817,0.0001583879,0.0001822819,0.0001985254,0.0002494244,0.0002266136,0.0002782962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138011,"about_ca_system_score_gemma":0.00009796012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005100668,"about_ca_topic_score_gemma":0.0006824912,"domain_scores_codex":[0.9998047,0.00002940682,0.00001498409,0.00006036039,0.00004737384,0.00004321088],"domain_scores_gemma":[0.9995196,0.00008551968,0.0001711732,0.00007066313,0.0000461554,0.0001069425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004645358,0.00007410165,0.9483371,0.00002415983,0.00003349848,0.0007799093,0.000385122,0.0000666996,0.04255752,0.00006252577,0.00007609666,0.00713871],"study_design_scores_gemma":[0.000004560477,0.0003419019,0.9953254,0.000002707399,0.00001241199,0.002753685,0.0001105533,0.0001215334,0.001195314,0.00002253415,0.0001070725,0.000002344198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996648,0.00005900755,0.00005914079,0.000003078901,7.800118e-7,0.000002735041,0.00002422749,0.000002028424,0.0001840684],"genre_scores_gemma":[0.9997907,0.00003087507,0.00003990767,0.000004128416,0.000001996404,0.000001295723,0.00003238575,9.685663e-7,0.00009761862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001731185,"threshold_uncertainty_score":0.005791426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707884839973028,"score_gpt":0.27033170960418,"score_spread":0.2532528612044497,"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."}}