{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004818657,0.0004027743,0.0002635015,0.00172047,0.001141268,0.001515742,0.001019327,0.0005914124,0.00186192],"category_scores_gemma":[0.001883431,0.0002465933,0.0004342195,0.003313527,0.0004017138,0.0004597174,0.0008144582,0.0007585558,0.0003147241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02509979,"about_ca_system_score_gemma":0.02074851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899086,"about_ca_topic_score_gemma":0.9911869,"domain_scores_codex":[0.9993134,0.00003541195,0.00003865772,0.00008248066,0.0002572414,0.0002728979],"domain_scores_gemma":[0.9982634,0.00006906937,0.00032972,0.00003591014,0.0009524022,0.0003494607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00012176,0.00003742403,0.9881665,0.00005326819,0.00006272051,0.000125641,0.0004084666,0.0005847404,0.0003418932,0.0001185788,0.002074158,0.007904863],"study_design_scores_gemma":[0.000002411919,0.000009732453,0.998209,0.00001964608,0.000007794306,0.00003004699,0.0005375658,0.000217312,0.0000459383,0.000007651689,0.0009075422,0.000005270834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753937,0.00157509,0.0001356564,0.0008893102,0.00003174422,0.00004166305,0.01643506,0.00002504045,0.005472779],"genre_scores_gemma":[0.9862763,0.001302533,0.0002142322,0.0003295287,0.00001631941,0.00002198095,0.009342578,0.000008950993,0.002487592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02509979,"threshold_uncertainty_score":0.1821125,"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."}}