{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291233,0.0003821693,0.0002514,0.002011246,0.001328349,0.001391039,0.001229611,0.0004161367,0.0008100815],"category_scores_gemma":[0.003162747,0.000209199,0.0003230516,0.004525196,0.0008574186,0.0002048174,0.0008873732,0.000597711,0.00006266763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02645601,"about_ca_system_score_gemma":0.03715003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893162,"about_ca_topic_score_gemma":0.9917189,"domain_scores_codex":[0.9986065,0.0002053467,0.0000604545,0.0001444828,0.000501975,0.0004812259],"domain_scores_gemma":[0.997901,0.0002770612,0.0004851047,0.00007124035,0.0008673844,0.0003982895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009823775,0.0000365448,0.9889482,0.00005411845,0.00006149895,0.0002967595,0.000351852,0.001174587,0.0003070692,0.0003264834,0.001130544,0.007213967],"study_design_scores_gemma":[0.000006729916,0.00001961475,0.9961119,0.00003330586,0.00003285736,0.00008453205,0.001415718,0.001256451,0.0001150747,0.00008367719,0.0008337359,0.000006525895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914399,0.00151497,0.0004664444,0.001146766,0.00001889343,0.00005633397,0.003048806,0.00001920703,0.002288564],"genre_scores_gemma":[0.9957,0.001080148,0.0005640428,0.0003071549,0.00001399434,0.0000137388,0.001493932,0.000005318313,0.000821776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02645601,"threshold_uncertainty_score":0.1919527,"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."}}