{"id":"W2981716024","doi":"10.1093/ofid/ofz360.2382","title":"2705. Serotype Replacement Following Childhood Pneumococcal Conjugate Vaccination Programs in British Columbia, Canada","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Pneumococcal conjugate vaccine; Serotype; Incidence (geometry); Vaccination; Poisson regression; Pneumococcal disease; Rate ratio; Population; Pediatrics; Demography; Streptococcus pneumoniae; Virology; Environmental health; Biology; Microbiology","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":[0.0001360477,0.0001670901,0.0004270661,0.00006817372,0.0002817747,0.0005131232,0.0001642288,0.00009091236,0.0007036873],"category_scores_gemma":[0.00009581838,0.0002351368,0.0001477557,0.0004003513,0.00001619934,0.0003591397,0.0001693487,0.0002260573,0.00006222894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005911067,"about_ca_system_score_gemma":0.001230256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6788074,"about_ca_topic_score_gemma":0.9766371,"domain_scores_codex":[0.9982483,0.00007889591,0.0003913107,0.000479225,0.0003148834,0.0004873609],"domain_scores_gemma":[0.9990925,0.0000384183,0.0001224905,0.0003713741,0.00009316801,0.000282008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001792957,0.0008522653,0.9909092,0.00005585172,0.0001195868,0.0001227686,0.00002458788,0.00002415986,0.000185092,0.00001446495,0.001278373,0.006395682],"study_design_scores_gemma":[0.003954875,0.0007846247,0.9798648,0.000280649,0.000110119,0.0001157787,0.0002840769,0.00004151188,0.00001597135,0.0001279584,0.01413469,0.000284967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846918,0.00008297829,0.00000233367,0.0004674833,0.0007783807,0.003307968,0.00003386767,0.0001142168,0.01052099],"genre_scores_gemma":[0.995596,0.00001727579,0.000003064446,0.001445212,0.0000452088,0.0004462014,0.0001602795,0.00004261447,0.002244145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2978297,"threshold_uncertainty_score":0.9588599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007797395568288748,"score_gpt":0.2395898666225531,"score_spread":0.2317924710542644,"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."}}