{"id":"W4312086049","doi":"10.1002/hsr2.1000","title":"Predictive factors of vaccination status, knowledge, attitudes, and practice towards prevention of hepatitis B infection among Bangladeshi people: A cross‐sectional study","year":2022,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Interquartile range; Marital status; Cross-sectional study; Context (archaeology); Vaccination; Hepatitis B; Logistic regression; Residence; Descriptive statistics; Hepatitis A vaccine; Public health; Demography; Hepatitis; Family medicine; Gerontology; Environmental health; Hepatitis A; Immunology; Internal medicine; Population; Nursing","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":[0.004380893,0.0001321399,0.0003816891,0.0004374415,0.0007351052,0.00002413497,0.00004737349,0.00003475235,0.00008695415],"category_scores_gemma":[0.002432812,0.0001292614,0.00005205419,0.001318735,0.0002226094,0.0006729859,0.0002291683,0.0002332272,2.28516e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101092,"about_ca_system_score_gemma":0.002498539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0504862,"about_ca_topic_score_gemma":0.01392745,"domain_scores_codex":[0.9967187,0.0002296538,0.0009350084,0.0005038342,0.00129617,0.0003166288],"domain_scores_gemma":[0.9971644,0.0001392228,0.001231952,0.0002544942,0.001023234,0.0001866689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007174167,0.001321784,0.9890936,0.000308651,0.00004372455,0.0000105101,0.007284861,0.00006121414,0.00006491828,0.00001762814,0.00004979214,0.001671583],"study_design_scores_gemma":[0.000416962,0.003237171,0.9947505,0.00005572334,0.00004148316,0.0002265768,0.000700638,0.000173861,0.0001521047,0.00002741223,0.0001371469,0.00008043875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963548,0.0003538324,0.0001517224,0.0000572288,0.0006186683,0.001655074,0.00002104179,0.00004369127,0.0007439117],"genre_scores_gemma":[0.9990786,0.0003599878,0.0002287386,0.00001471411,0.00003262012,0.0001632527,0.00002328558,0.000011311,0.00008753507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03655876,"threshold_uncertainty_score":0.9558367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04138157147431894,"score_gpt":0.4118177867651881,"score_spread":0.3704362152908692,"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."}}