{"id":"W4409571605","doi":"10.1093/ofid/ofaf238","title":"Time to Initiation of Hepatitis B Treatment is Reduced With the Use of the Xpert HBV Viral Load Kit","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Viral load; Virology; Viral hepatitis; Virus","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":[],"consensus_categories":[],"category_scores_codex":[0.00004630301,0.0001561463,0.0003477135,0.00006012617,0.0002086092,0.00004056299,0.0001494226,0.00003269575,0.000243298],"category_scores_gemma":[0.0002549518,0.00008124669,0.000116391,0.0003525942,0.0001580822,0.0001500481,0.0002188734,0.00004471144,0.00004574777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748623,"about_ca_system_score_gemma":0.0004221946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0148059,"about_ca_topic_score_gemma":0.005951478,"domain_scores_codex":[0.9990742,0.00007939163,0.0002333248,0.0001959361,0.0002410385,0.0001761683],"domain_scores_gemma":[0.998941,0.0001376904,0.0001266149,0.000477682,0.0002589457,0.00005806024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004011087,0.0006488875,0.9213294,0.00004585783,0.0006058887,0.000004372742,0.0008731438,0.00005142693,0.0008888007,0.0002567317,0.06776189,0.007132425],"study_design_scores_gemma":[0.002506515,0.002118971,0.9233449,0.0006045451,0.000952474,0.000007005681,0.0001010201,0.0001176613,0.01605166,0.0001519405,0.05385637,0.000187003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751326,0.0001622921,0.00001761884,0.008057517,0.00007628186,0.001999569,0.0002598468,0.00002908653,0.01426517],"genre_scores_gemma":[0.9906161,0.00009456281,0.0000290579,0.00349881,0.00001664818,0.000278365,0.00001336988,0.00001535609,0.005437685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548352,"threshold_uncertainty_score":0.9917546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132114131306289,"score_gpt":0.2873427855575074,"score_spread":0.2660216442444445,"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."}}