{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005415163,0.0003416165,0.0003120245,0.0008960369,0.001164613,0.001439462,0.0006741683,0.001262045,0.001876131],"category_scores_gemma":[0.001546607,0.0002714239,0.0002614983,0.001255244,0.000394083,0.0006714666,0.00158285,0.001623123,0.0004208038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008659163,"about_ca_system_score_gemma":0.005451146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6347637,"about_ca_topic_score_gemma":0.662779,"domain_scores_codex":[0.9993458,0.00005524176,0.00004270435,0.00007658654,0.0001647465,0.0003149066],"domain_scores_gemma":[0.9994178,0.00003115321,0.0001272449,0.00001312173,0.0001574877,0.0002532759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001788584,0.0001032808,0.9569002,0.0001413024,0.00005722963,0.002551195,0.00258139,0.0003921367,0.0006185818,0.0002396389,0.01214585,0.02409031],"study_design_scores_gemma":[0.000007911872,0.00003868825,0.9948223,0.0001020755,0.000007797802,0.0002139024,0.002098062,0.00006788537,0.00003105133,0.000029989,0.00257454,0.00000594629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611668,0.009160611,0.0001322869,0.009786539,0.0004867187,0.0001009548,0.004603752,0.00003689931,0.01452541],"genre_scores_gemma":[0.9807882,0.00717106,0.0001498498,0.004762223,0.0002810234,0.0000566368,0.003778006,0.000009378567,0.003003538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3652363,"threshold_uncertainty_score":0.7347745,"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."}}