{"id":"W2560839547","doi":"10.1093/ofid/ofw243","title":"High Incidence of Invasive Group A Streptococcal Infections in Remote Indigenous Communities in Northwestern Ontario, Canada","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; First Nations Health and Social Secretariat of Manitoba","funders":"","keywords":"Medicine; Incidence (geometry); Epidemiology; Cellulitis; Clindamycin; Demography; Indigenous; Bacteremia; Internal medicine; Surgery; Antibiotics; Biology; Microbiology","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":[0.0000893498,0.0002751841,0.0005773628,0.0003529643,0.0001732557,0.00004533499,0.0002142295,0.00009720169,0.0007200644],"category_scores_gemma":[0.00009254456,0.000212523,0.0001034473,0.0004949969,0.0001546396,0.0004105959,0.0002968108,0.0002140355,0.00001225079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991154,"about_ca_system_score_gemma":0.002268421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985676,"about_ca_topic_score_gemma":0.9999154,"domain_scores_codex":[0.9983246,0.0001241308,0.0005727797,0.0003001385,0.0002211398,0.0004571502],"domain_scores_gemma":[0.9984782,0.0004190899,0.0002063929,0.0005516995,0.0001306832,0.0002139671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001339446,0.001380843,0.9900469,0.0000388837,0.0001190431,0.0001431636,0.0005303052,0.00004799637,0.00004609459,0.0001901584,0.0001083843,0.00721435],"study_design_scores_gemma":[0.00486102,0.001022255,0.9904583,0.0008629833,0.00008487184,0.00009345893,0.0006916688,0.000003498963,0.0001839304,0.001140285,0.0003649631,0.0002328233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953715,0.00005714895,0.00003375923,0.0001013671,0.000183143,0.001925241,0.0001979068,0.0000365495,0.002093378],"genre_scores_gemma":[0.9989018,0.00007815329,0.00003130866,0.0001985828,0.00001660165,0.0003391963,0.0001283213,0.00002797031,0.0002780131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006981526,"threshold_uncertainty_score":0.8666435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345677053849806,"score_gpt":0.2619798466881174,"score_spread":0.2485230761496194,"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."}}