{"id":"W1997932743","doi":"10.3111/13696998.2011.622323","title":"Health and economic impact of PHiD-CV in Canada and the UK: a Markov modelling exercise","year":2011,"lang":"en","type":"article","venue":"Journal of Medical Economics","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada); McMaster University","funders":"","keywords":"Medicine; Haemophilus influenzae; Conjugate vaccine; Cohort; Pneumococcal conjugate vaccine; Epidemiology; Disease burden; Pandemic; Pneumonia; Herd immunity; Streptococcus pneumoniae; Intensive care medicine; Disease; Environmental health; Vaccination; Infectious disease (medical specialty); Immunology; Population; Coronavirus disease 2019 (COVID-19); Immunization; Internal medicine; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008512744,0.00007252466,0.0004862628,0.00008782707,0.00002689564,0.000004672995,0.00007112206,0.00005469632,0.00009161826],"category_scores_gemma":[0.00004917166,0.00004347714,0.00007602953,0.00002142448,0.0001254304,0.00004696976,0.00002396791,0.0002967095,2.567153e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004756277,"about_ca_system_score_gemma":0.00592742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4436914,"about_ca_topic_score_gemma":0.2837954,"domain_scores_codex":[0.9991117,0.00003463267,0.0005842064,0.00006706836,0.00007507302,0.0001273673],"domain_scores_gemma":[0.9990639,0.0001061717,0.0003181752,0.00008237684,0.00001735625,0.0004120188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00260809,0.0001729735,0.926201,0.0002600038,0.0005553382,0.0001436283,0.004105356,0.005913042,0.00001387136,0.0008370125,0.001740911,0.05744881],"study_design_scores_gemma":[0.03860315,0.002626968,0.4987152,0.002369493,0.0003706504,0.007739516,0.003505219,0.4394085,0.00006331593,0.004007307,0.002055221,0.0005354746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961657,0.0008582631,0.00005171115,0.002540914,0.0001435592,0.00008546707,0.000004369529,7.798675e-7,0.000149226],"genre_scores_gemma":[0.9888813,0.01037942,0.00006412376,0.0005873174,0.00007597038,9.115204e-7,2.359481e-7,0.0000059807,0.000004661744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4334954,"threshold_uncertainty_score":0.9997081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227451260633569,"score_gpt":0.2648541504847154,"score_spread":0.2425796378783797,"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."}}