{"id":"W3191459417","doi":"10.11575/prism/38904","title":"Invasive Pneumococcal Disease in Calgary During the Sars-CoV-2 Pandemic 2020","year":2021,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Pneumococcal disease; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Virology; Disease; Streptococcus pneumoniae; Outbreak; Infectious disease (medical specialty); Biology; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008087791,0.000114317,0.0002388822,0.0000990794,0.0001842146,0.000006105188,0.0001290459,0.00009419415,0.00008908157],"category_scores_gemma":[0.00009801482,0.0001065577,0.0001683547,0.0003072148,0.0001839853,0.0001045815,0.0001576067,0.0003682978,0.00003967064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107094,"about_ca_system_score_gemma":0.0004030156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002924315,"about_ca_topic_score_gemma":0.0002098888,"domain_scores_codex":[0.9991255,0.0001021456,0.0001313338,0.0002459737,0.0001876593,0.0002074087],"domain_scores_gemma":[0.9993474,0.00007908367,0.0000651097,0.0003106767,0.00006921066,0.0001284802],"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":[0.0001571276,0.0002482415,0.4576423,0.0001699269,0.00008389446,0.004053039,0.0008247094,0.000001631033,0.5332465,0.00009173994,0.0002580849,0.003222758],"study_design_scores_gemma":[0.001460322,0.00004200782,0.9858442,0.0001249547,0.0001255523,0.0001066125,0.0001365631,0.0008166583,0.004194997,0.0001131351,0.006904332,0.0001306981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937471,0.0002278858,0.0007080592,0.002442374,0.00008912936,0.0002283492,9.344865e-7,0.0000449698,0.002511171],"genre_scores_gemma":[0.9975802,0.0003832491,0.000152384,0.0004286933,0.00002665669,0.000001215508,0.000011089,0.000011568,0.001404935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5290515,"threshold_uncertainty_score":0.4345299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514007665109259,"score_gpt":0.2314332723054646,"score_spread":0.216293195654372,"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."}}