{"id":"W2097433846","doi":"10.1128/jcm.43.4.1678-1683.2005","title":"Invasive Group A Streptococcal Disease in Alberta, Canada (2000 to 2002)","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Alberta Health; University of Alberta","funders":"","keywords":"Incidence (geometry); Epidemiology; Demography; Medicine; Population; Disease; Age groups; Pediatrics; Internal medicine; Environmental health","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":[0.0003530678,0.0004494073,0.000216575,0.001831685,0.001659939,0.001072851,0.0007202468,0.0003589939,0.0009671988],"category_scores_gemma":[0.0007516207,0.0002477466,0.0002922367,0.003213176,0.0004061845,0.0002166543,0.0005448327,0.0004579413,0.0001566889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02085597,"about_ca_system_score_gemma":0.02723964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940937,"about_ca_topic_score_gemma":0.9969473,"domain_scores_codex":[0.9994422,0.00001840826,0.00002169433,0.00004845206,0.0003212153,0.0001480298],"domain_scores_gemma":[0.9990937,0.0000258593,0.0001701492,0.00001157311,0.0004440849,0.0002546609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001531547,0.00005003081,0.9741749,0.00008458547,0.00004942982,0.001056151,0.000592105,0.0004337232,0.0008892623,0.000112677,0.003737762,0.01866616],"study_design_scores_gemma":[0.00001063624,0.00003048471,0.995461,0.00004130549,0.000022235,0.0004120495,0.0007080129,0.0002440602,0.0001217406,0.00002151086,0.002918114,0.000008758005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817659,0.003265279,0.0002560372,0.0006346768,0.00006493364,0.00008104918,0.006065894,0.00005762384,0.007808564],"genre_scores_gemma":[0.9861901,0.003267431,0.0006257963,0.0004025633,0.00003806737,0.00001929911,0.004529541,0.00000846758,0.004918776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02085597,"threshold_uncertainty_score":0.1513214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579430276890231,"score_gpt":0.3457686925659205,"score_spread":0.3199743897970182,"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."}}