{"id":"W4408084856","doi":"10.1162/2e3983f5.14b67a8e","title":"Review 3: \"Inconsistent Rebound of Invasive Pneumococcal Disease in Connecticut following the Initial Phase of the SARS-CoV-2 Pandemic\"","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Pneumococcal disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; 2019-20 coronavirus outbreak; Medicine; Disease; Streptococcus pneumoniae; Infectious disease (medical specialty); Biology; Microbiology; Internal medicine; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.06346495,0.001856206,0.005676105,0.01117033,0.00261674,0.007424119,0.005605644,0.008579935,0.02014943],"category_scores_gemma":[0.3286566,0.001578249,0.00476973,0.007385848,0.003195483,0.004065787,0.003638918,0.004201857,0.008721252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01074711,"about_ca_system_score_gemma":0.02722145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02050038,"about_ca_topic_score_gemma":0.04276296,"domain_scores_codex":[0.9464353,0.01861029,0.0122112,0.002609412,0.01878162,0.001352328],"domain_scores_gemma":[0.6576788,0.1001642,0.02872063,0.008812984,0.1994928,0.005130541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001056748,0.000009908977,0.0002756971,0.02963856,0.0003490142,0.0000651064,0.0001026375,0.00004007567,0.00008606478,0.00042496,0.9400534,0.02884899],"study_design_scores_gemma":[0.0005310698,0.0001002624,0.003647313,0.1343911,0.001657094,0.0003393299,0.0002174363,0.0002229796,0.0002154917,0.001211466,0.857369,0.00009745346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0007631996,0.1623988,0.002007438,0.3436499,0.4647854,0.004514227,0.01003875,0.0006177782,0.01122446],"genre_scores_gemma":[0.01539792,0.3371328,0.005167007,0.3857917,0.2099549,0.006434429,0.008124847,0.0009655772,0.03103073],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06346495,"threshold_uncertainty_score":0.3356388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09969584190604527,"score_gpt":0.422566336509469,"score_spread":0.3228704946034238,"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."}}