{"id":"W7073836351","doi":"","title":"Population-based surveillance of invasive group A streptococcal disease in British Columbia: 1996 to 1998","year":2001,"lang":"en","type":"article","venue":"PubMed Central","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Case fatality rate; Incidence (geometry); Population; Mortality rate; Skin infection; Drug injection; Disease; Epidemiology; Disease surveillance","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":[0.000169541,0.00007969444,0.0002503929,0.00004690016,0.00002772732,0.00003850554,0.00008149461,0.00005431738,0.00004378254],"category_scores_gemma":[0.001899057,0.0001194583,0.00007038177,0.0003041858,0.00003101508,0.00004960537,0.00002881264,0.0001103406,0.00000395544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178194,"about_ca_system_score_gemma":0.0001305104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08078078,"about_ca_topic_score_gemma":0.3731154,"domain_scores_codex":[0.998477,0.00004663121,0.0002693892,0.000244012,0.0002476592,0.0007153454],"domain_scores_gemma":[0.9987214,0.0002106708,0.00005638757,0.0001891096,0.0000257485,0.0007966736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001891262,0.0002818798,0.9882631,0.00005690665,0.00001016856,0.0003289266,0.00001755475,0.0004582094,0.000006989655,0.000005678515,0.000634587,0.009746834],"study_design_scores_gemma":[0.001684174,0.00006432748,0.9971784,0.0001957216,0.00001688054,0.000006715779,0.00001420333,0.0003818056,0.000009539682,0.00003612195,0.0002943637,0.0001177052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981458,0.0001326121,0.0001084226,0.0002586223,0.0001403499,0.0008527346,0.0002119676,0.00004382891,0.0001056573],"genre_scores_gemma":[0.9984932,0.0000216814,0.0002473042,0.0003595035,0.0001542034,0.0001625768,0.0004827497,0.00001443317,0.00006437262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2923346,"threshold_uncertainty_score":0.9253404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103896032446412,"score_gpt":0.2223376562070121,"score_spread":0.211298695882548,"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."}}