{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07285981,0.0009040379,0.0006575289,0.002296399,0.00659172,0.004675718,0.003918693,0.002197861,0.01165341],"category_scores_gemma":[0.06713411,0.0006107052,0.001213351,0.001132039,0.003319839,0.004085036,0.02179375,0.003496612,0.001275686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004245176,"about_ca_system_score_gemma":0.03440475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005153655,"about_ca_topic_score_gemma":0.01157424,"domain_scores_codex":[0.9324356,0.05875452,0.001117268,0.002021489,0.00315132,0.002519763],"domain_scores_gemma":[0.93546,0.04112315,0.003422333,0.003014184,0.005358021,0.01162228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002271037,0.002942687,0.01841243,0.004033329,0.0001920776,0.001553162,0.1873657,0.001267971,0.00165177,0.01221597,0.03735432,0.7327835],"study_design_scores_gemma":[0.001486693,0.005785727,0.03429171,0.01894832,0.000459343,0.001663553,0.2763011,0.009123161,0.002667175,0.09107998,0.557767,0.0004263559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.296099,0.01601722,0.2324538,0.287316,0.005745466,0.0512976,0.0009899929,0.001414053,0.1086669],"genre_scores_gemma":[0.7289252,0.006868167,0.2075816,0.01913529,0.001124662,0.02549777,0.0003513927,0.0001403666,0.01037545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07285981,"threshold_uncertainty_score":0.3853241,"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."}}