{"id":"W1976097884","doi":"10.1054/drup.2001.0190","title":"Lamivudine resistance in hepatitis B: mechanisms and clinical implications","year":2001,"lang":"en","type":"review","venue":"Drug Resistance Updates","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Lamivudine; Virology; Hepatitis B virus; Hepatitis B; Medicine; Nucleoside analogue; Seroconversion; Orthohepadnavirus; Immunology; Viral replication; Biology; Virus; Hepadnaviridae; Nucleoside; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008169821,0.0006651334,0.003276606,0.0003594708,0.0001888501,0.0000568353,0.0003146551,0.0003949284,0.00008425487],"category_scores_gemma":[0.0007991656,0.0005834479,0.0004209238,0.001039445,0.0003308443,0.0001182995,0.0002073842,0.0008312835,0.0001384439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608574,"about_ca_system_score_gemma":0.0003330501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002412334,"about_ca_topic_score_gemma":0.0653663,"domain_scores_codex":[0.9957228,0.0003185823,0.001823933,0.001148522,0.0003510836,0.0006350594],"domain_scores_gemma":[0.9970987,0.0008249995,0.000577493,0.001063759,0.0001844769,0.0002505718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001784188,0.0008226408,0.04386612,0.04289608,0.001271769,0.001052819,0.0002589998,3.94577e-8,0.000001216512,0.09466539,0.1508548,0.6641317],"study_design_scores_gemma":[0.0005119718,0.00002229089,0.008119199,0.01878111,0.0007523245,0.00002160198,0.000008063831,6.964323e-7,6.342442e-7,0.004597895,0.9666985,0.000485767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005519357,0.9886236,0.0001069079,0.00253693,0.0001942626,0.001520263,0.0003315485,0.0001438175,0.006487436],"genre_scores_gemma":[0.0001070862,0.9745488,0.007567749,0.0002993523,0.0002176788,0.0004701873,0.0003850155,0.0001257748,0.01627833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8158436,"threshold_uncertainty_score":0.9996617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04996537674272774,"score_gpt":0.37843679687203,"score_spread":0.3284714201293022,"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."}}