{"id":"W4366438898","doi":"10.1097/cld.0000000000000032","title":"Leveraging a community-based participatory approach to improve linkage to care for HBV","year":2023,"lang":"en","type":"article","venue":"Clinical Liver Disease","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Chronic care; Hepatitis B; Hepatitis B virus; Health care; Incidence (geometry); Chronic hepatitis; Family medicine; Intensive care medicine; Immunology; Primary care; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009360876,0.0002066684,0.0005182599,0.0001277082,0.0003926744,0.00002544027,0.000219628,0.00008887644,0.00001515649],"category_scores_gemma":[0.003754248,0.000192349,0.0003438577,0.0003390473,0.0001198973,0.00003658601,0.0003031812,0.0004078333,0.0006036668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054708,"about_ca_system_score_gemma":0.0003053081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002100383,"about_ca_topic_score_gemma":0.00007504266,"domain_scores_codex":[0.9979096,0.0003289694,0.0005257846,0.0004508542,0.0002710209,0.0005137563],"domain_scores_gemma":[0.9962251,0.001212225,0.00005533089,0.000822497,0.0002743307,0.001410475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003160229,0.002795425,0.8715575,0.004936181,0.0003667212,0.0002466719,0.01371517,0.0003494214,0.000148888,0.0001734907,0.07020942,0.03234082],"study_design_scores_gemma":[0.003323341,0.00115443,0.918355,0.0003777093,0.0006637524,2.119725e-7,0.001233572,0.005212359,0.00009024659,0.00007745725,0.06908558,0.0004263545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905583,0.0002062495,0.002411676,0.002079055,0.0004526103,0.002730139,0.0004609538,0.0003965017,0.0007045682],"genre_scores_gemma":[0.9785616,0.00001693813,0.002602974,0.01645,0.0004703365,0.001210163,0.0002340442,0.00005597241,0.0003980066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04679742,"threshold_uncertainty_score":0.7843763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2563611489157276,"score_gpt":0.4269133917754567,"score_spread":0.170552242859729,"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."}}