{"id":"W2614725890","doi":"10.1111/aji.12707","title":"Peripartum cytokine flares in a multiethnic cohort of chronic hepatitis B carriers does not correlate with hepatitis B virus suppression or increased risk of liver disease","year":2017,"lang":"en","type":"article","venue":"American Journal of Reproductive Immunology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hepatitis B virus; Cohort; Hepatitis B; Immunology; Liver disease; Virology; Cytokine; Risk factor; Hepatitis; Virus; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007337271,0.0003287418,0.001660972,0.0003832049,0.000192836,0.00001063877,0.0003759992,0.00007958795,0.0001027524],"category_scores_gemma":[0.005189244,0.0002068436,0.0002161244,0.0002438058,0.003866977,0.0003084581,0.0002083805,0.000690206,0.000002648579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608667,"about_ca_system_score_gemma":0.0008211468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1552541,"about_ca_topic_score_gemma":0.02435827,"domain_scores_codex":[0.9969782,0.0006085979,0.0009992773,0.0005342584,0.0004714103,0.0004082929],"domain_scores_gemma":[0.994047,0.0002747345,0.003212231,0.001250567,0.001040759,0.0001747454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01366078,0.000398187,0.9226135,0.00009301313,0.001635272,0.0009490396,0.002097561,0.00003703753,0.04649457,0.000003585061,0.00004739444,0.01197008],"study_design_scores_gemma":[0.002735882,0.006674357,0.9443857,0.0008925032,0.0007431486,0.0002543882,0.0002323886,0.00009241166,0.04360176,0.00001394146,0.0001598363,0.0002136816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955129,0.002717358,0.00007050674,0.000466201,0.0003856128,0.0005720448,0.0002409078,0.00001233029,0.00002214035],"genre_scores_gemma":[0.9635152,0.03536003,0.0007453517,0.00002906687,0.0001665416,0.00003462789,0.000007961812,0.00004405911,0.00009717872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308958,"threshold_uncertainty_score":0.9988439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009739960613523273,"score_gpt":0.2693595957513616,"score_spread":0.2596196351378384,"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."}}