{"id":"W4405459928","doi":"10.2196/58391","title":"Effect of Health Literacy on Antiviral Treatment of Hepatitis B: Instrumental Variable Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Instrumental variable; Hepatitis B; Health literacy; Literacy; Affect (linguistics); Medicine; China; Environmental health; Virology; Psychology; Political science; Health care; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01338384,0.001139538,0.002172036,0.001450535,0.000582343,0.00163758,0.001794206,0.001588757,0.007627044],"category_scores_gemma":[0.03695584,0.0005801061,0.004205088,0.001564735,0.001631671,0.001220763,0.002286672,0.003280696,0.0005976605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160274,"about_ca_system_score_gemma":0.003462932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03480995,"about_ca_topic_score_gemma":0.01019249,"domain_scores_codex":[0.98757,0.008995082,0.0004030365,0.001257333,0.0005606795,0.001213924],"domain_scores_gemma":[0.9386943,0.05138086,0.006235282,0.001446528,0.001231342,0.001011695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001522166,0.001170638,0.8144219,0.000639691,0.006510868,0.0007943669,0.0004513634,0.1204479,0.0005232634,0.0135245,0.005245218,0.03474811],"study_design_scores_gemma":[0.0008488817,0.001244055,0.3561372,0.000311228,0.004220622,0.0001730169,0.0006875756,0.6201838,0.001029522,0.009740756,0.005267428,0.0001560162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179668,0.003961732,0.06209849,0.006668434,0.0003443778,0.0004771174,0.003772077,0.0005423384,0.00416861],"genre_scores_gemma":[0.9887316,0.0006560364,0.005571355,0.0004538026,0.0001280767,0.0002333678,0.001103304,0.00002462476,0.003097899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03480995,"threshold_uncertainty_score":0.07078141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403687210822591,"score_gpt":0.3402444482406028,"score_spread":0.3262075761323769,"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."}}