{"id":"W4403305481","doi":"10.1017/ice.2024.154","title":"Analysis of invasive group A streptococcal puerperal sepsis in Calgary, Alberta: clinical consequences and policy implications","year":2024,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Women and Children’s Health Research Institute; University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Sepsis; Psychological intervention; Medicine; STREPTOCOCCAL INFECTIONS; Puerperal Infection; Intensive care medicine; Internal medicine; Pregnancy; Nursing; Biology; Immunology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004904391,0.0001675706,0.0009156895,0.0006578059,0.00006305736,0.00001290248,0.00002298374,0.0002281144,0.0000526467],"category_scores_gemma":[0.001994097,0.0001284144,0.0002966537,0.0007365301,0.0006992279,0.0001001406,0.00002801504,0.0002359428,0.00000493285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006718046,"about_ca_system_score_gemma":0.0001196515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0349107,"about_ca_topic_score_gemma":0.007419268,"domain_scores_codex":[0.9981931,0.0002901311,0.0007831726,0.0004621392,0.00003906889,0.000232362],"domain_scores_gemma":[0.9961843,0.003285156,0.0001290082,0.000161989,0.00006971628,0.0001698696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004658749,0.0002266411,0.9521018,0.00003261137,0.001780173,0.000008768356,0.00007092627,0.00001966258,0.00008600732,0.02143218,0.00005900246,0.02413567],"study_design_scores_gemma":[0.001315433,0.001168396,0.9877797,0.00005226502,0.00122887,0.00004124419,0.00001674955,0.003835398,0.000004058359,0.003826822,0.000629803,0.0001012738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867737,0.001066695,0.0009547624,0.009668736,0.0001589435,0.0006318975,0.00004788117,0.00004044335,0.0006569577],"genre_scores_gemma":[0.997233,0.001538486,0.00009523251,0.0006516558,0.0001136814,0.0002540922,0.00005585709,0.000008369912,0.00004964253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03567791,"threshold_uncertainty_score":0.9715159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669350596565551,"score_gpt":0.3945051427718686,"score_spread":0.3578116368062131,"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."}}