{"id":"W4405694172","doi":"10.1017/s0950268824001857","title":"Group A streptococcal infections in Alberta, Canada 2018–2023","year":2024,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Provincial Laboratory of Public Health; Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Group (periodic table); STREPTOCOCCAL INFECTIONS; Action (physics); Medicine; Environmental health; Immunology; Chemistry; Physics","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":[0.0003731594,0.0004025518,0.0002428674,0.001344822,0.002352779,0.0009735336,0.0007286748,0.0003565633,0.002155026],"category_scores_gemma":[0.0005524895,0.0002156922,0.0003392718,0.002667535,0.0004480599,0.0001667351,0.0007002208,0.0006106764,0.0002538655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02564118,"about_ca_system_score_gemma":0.04581923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943567,"about_ca_topic_score_gemma":0.9965165,"domain_scores_codex":[0.9993943,0.00002243208,0.00002031326,0.00004958497,0.0002884934,0.0002247179],"domain_scores_gemma":[0.9988762,0.00002670411,0.0001486719,0.00001272504,0.0005404143,0.0003953736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002418407,0.00007744981,0.9555436,0.0001644957,0.00005374485,0.001868968,0.0008680795,0.0004345896,0.002178733,0.0002526204,0.01058411,0.02773166],"study_design_scores_gemma":[0.0000107231,0.00004597385,0.9900907,0.0001277456,0.00001949663,0.0005403543,0.001874711,0.0003813026,0.0001906628,0.00003482632,0.00667016,0.00001337827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688849,0.005517405,0.000389556,0.001512802,0.000197315,0.000155949,0.01117892,0.00008806884,0.01207513],"genre_scores_gemma":[0.9859626,0.002879796,0.0006800899,0.0008577962,0.0000516482,0.0000352417,0.004791871,0.00001458101,0.004726481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02564118,"threshold_uncertainty_score":0.1860406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962719635562368,"score_gpt":0.324326859646017,"score_spread":0.2946996632903934,"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."}}