{"id":"W4377020212","doi":"10.3390/microorganisms11051333","title":"Changes in the Incidence of Invasive Pneumococcal Disease in Calgary, Canada, during the SARS-CoV-2 Pandemic 2020–2022","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Pfizer Canada; Pfizer","keywords":"Pandemic; Incidence (geometry); Outbreak; Medicine; Quarter (Canadian coin); Transmission (telecommunications); Population; Virology; Serotype; Pneumococcal infections; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vaccination; Disease; Demography; Streptococcus pneumoniae; Environmental health; Infectious disease (medical specialty); Biology; Geography; Internal medicine; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002934252,0.0001319342,0.0002026097,0.0001253704,0.0001198846,0.00001035593,0.0002371897,0.00005542532,0.00002530746],"category_scores_gemma":[0.0002088664,0.00008103685,0.00004275481,0.0009412589,0.0001077807,0.00003126881,0.0001049848,0.000360923,0.00001907969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001983835,"about_ca_system_score_gemma":0.0007098918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06636275,"about_ca_topic_score_gemma":0.8096499,"domain_scores_codex":[0.9988832,0.000132672,0.0002395548,0.0002085553,0.000242459,0.0002935173],"domain_scores_gemma":[0.9993287,0.0001903812,0.00006564593,0.0003313204,0.00003348827,0.00005049192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001408394,0.00002830784,0.318725,0.00005322524,0.000007391808,0.00049493,0.0008028409,0.000006728535,0.6795353,0.000005839218,0.0002792842,0.00004706888],"study_design_scores_gemma":[0.000409841,0.00003618893,0.8623033,0.00009699929,0.00002200896,0.00009671845,0.0006464371,0.00001543814,0.1352422,0.00004058994,0.001006105,0.00008414161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920418,0.0001233961,8.04268e-7,0.007133427,0.0001408783,0.0004562922,0.00002406325,0.00002780859,0.00005153001],"genre_scores_gemma":[0.9976462,0.000168724,0.000001002096,0.001889443,0.00006935935,0.00006743497,0.0000101817,0.00001751251,0.0001301306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7432871,"threshold_uncertainty_score":0.9398544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164513678260266,"score_gpt":0.2614872985640249,"score_spread":0.2450359307379983,"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."}}