{"id":"W2341398848","doi":"10.1093/ofid/ofv133.190","title":"Invasive Group A Streptococcal Infections in Ontario, Canada: 1992–2013","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; STREPTOCOCCAL INFECTIONS; Pathogenic organism; Microbiology; Immunology; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007655816,0.0003188577,0.0004964449,0.0002212765,0.0002194289,0.0001442096,0.0001515489,0.000106629,0.00123667],"category_scores_gemma":[0.0002271237,0.0002875235,0.0001392428,0.0005016135,0.00008041151,0.000429116,0.0002611546,0.0003079845,0.0001054958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00290165,"about_ca_system_score_gemma":0.004477593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973729,"about_ca_topic_score_gemma":0.9997861,"domain_scores_codex":[0.9982337,0.00007169942,0.0003952961,0.0004919157,0.0002834272,0.0005239191],"domain_scores_gemma":[0.9984177,0.0001126671,0.000117292,0.0004634079,0.0001488472,0.0007401095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021374,0.002000564,0.9552153,0.00001260636,0.000183717,0.0001899713,0.00006045218,0.00009754455,0.00000728504,0.0007164307,0.04060048,0.0008134478],"study_design_scores_gemma":[0.007591452,0.001450654,0.9461427,0.0001508022,0.0002384701,0.0002499798,0.0004031049,0.00003057667,0.00004073971,0.001807616,0.04151788,0.0003760334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926258,0.0001140145,0.00002247342,0.00069986,0.0004678859,0.002606875,0.00009613076,0.0001177808,0.06961701],"genre_scores_gemma":[0.9963115,0.00001465885,0.0000323793,0.0007511266,0.00005292364,0.001268832,0.0003347266,0.00003821104,0.001195609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07005356,"threshold_uncertainty_score":0.9999577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665364930816808,"score_gpt":0.278973708350977,"score_spread":0.2523200590428089,"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."}}