{"id":"W7048903013","doi":"","title":"Model-Based Estimation of the Prevalence of Chronic Hepatitis B in Canada and Cost-Effectiveness Analysis of Implementing a Universal Birth Hepatitis B Vaccination Program in Ontario, Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Hepatitis B; Public health; Hepatitis B vaccine; Natural history; Hepatitis B virus; Chronic hepatitis; Disease","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":[0.002719623,0.001233734,0.001422369,0.001583019,0.001241096,0.001965796,0.002269892,0.001270554,0.004569721],"category_scores_gemma":[0.007580283,0.000812487,0.001780173,0.001941796,0.0009372079,0.0005919639,0.0008406795,0.001239746,0.0002052359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07814822,"about_ca_system_score_gemma":0.05672367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864906,"about_ca_topic_score_gemma":0.9744756,"domain_scores_codex":[0.998767,0.0004042923,0.00004229714,0.0001516867,0.0001828372,0.000451877],"domain_scores_gemma":[0.9952449,0.002489666,0.0003572522,0.0000851286,0.001370955,0.00045217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004812045,0.0001464987,0.01378276,0.0001809861,0.0001805759,0.0001335736,0.00005090668,0.975765,0.0001560485,0.002689165,0.001897673,0.004535638],"study_design_scores_gemma":[0.0003868256,0.000215226,0.01260179,0.00008378466,0.000248453,0.00003172356,0.0002186247,0.9838187,0.0001437251,0.0006976884,0.001510202,0.00004318907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423569,0.002827624,0.01229558,0.002422073,0.0001040042,0.001201932,0.01421853,0.0001903822,0.02438302],"genre_scores_gemma":[0.9865732,0.0009066933,0.005349708,0.0001157095,0.0000134738,0.0002407546,0.002531989,0.0000177085,0.004250774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07814822,"threshold_uncertainty_score":0.5670077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006861698788762064,"score_gpt":0.2227045509251424,"score_spread":0.2158428521363804,"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."}}