{"id":"W2901749333","doi":"10.1007/s40121-018-0222-1","title":"Re-Analysis of Modeling a Switch from a 13-Valent to 10-Valent Pneumococcal Conjugate Vaccine in Canada: Leveraging Real-World Experience from Belgium","year":2018,"lang":"en","type":"letter","venue":"Infectious Diseases and Therapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pfizer (Canada)","funders":"Pfizer","keywords":"Pneumococcal conjugate vaccine; Medicine; Conjugate; Pneumococcal disease; Conjugate vaccine; Streptococcus pneumoniae; Virology; Microbiology; Immunology; Immunization","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008336086,0.0005556056,0.001502577,0.000905166,0.0001702507,0.00005060667,0.0001738491,0.0002386376,0.0007107884],"category_scores_gemma":[0.0000402151,0.0004744063,0.0004212929,0.001006441,0.00005572905,0.00007931521,0.00008505268,0.0006303379,0.000006402598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007054507,"about_ca_system_score_gemma":0.000911478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8823641,"about_ca_topic_score_gemma":0.7853615,"domain_scores_codex":[0.99695,0.0001581684,0.0008876187,0.0009294831,0.0005491247,0.0005255886],"domain_scores_gemma":[0.9981134,0.0002394394,0.0002989781,0.0007552287,0.0002396013,0.0003533695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004165358,0.0003363539,0.9686438,0.00009160893,0.004335605,0.0005167695,0.001300053,0.003048397,0.002059023,0.000001009728,0.01816599,0.001084879],"study_design_scores_gemma":[0.005445951,0.0007669027,0.8732207,0.001035763,0.005859226,0.000009737409,0.0004357902,0.01794309,0.0003014922,0.0002977827,0.09317461,0.001508939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97561,0.001170136,0.0001001928,0.02078063,0.0005374523,0.0007227638,0.0007964491,0.00007372028,0.0002086659],"genre_scores_gemma":[0.9162562,0.001521766,0.00000525905,0.08019672,0.001280085,0.000218498,0.0003497438,0.00006668001,0.0001050413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09700265,"threshold_uncertainty_score":0.9997708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256387247267933,"score_gpt":0.2838887472927203,"score_spread":0.2582500225659271,"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."}}