{"id":"W3001736725","doi":"10.36584/cjic.2019.019","title":"Investigation of an outbreak of group A Streptococcus in a Regina retirement residence and personal care home, 2018","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Outbreak; Personal hygiene; Medicine; Residence; Hygiene; Psychological intervention; Personal care; Carriage; Long-term care; Environmental health; Family medicine; Nursing; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008246435,0.000652232,0.0002571707,0.0008407651,0.003999828,0.0009063105,0.0007749245,0.001090209,0.0008278842],"category_scores_gemma":[0.000960389,0.0003279365,0.0003291907,0.0004492407,0.0006346451,0.0003696449,0.001025929,0.0008984284,0.0002028123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527285,"about_ca_system_score_gemma":0.004116571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1519835,"about_ca_topic_score_gemma":0.2078827,"domain_scores_codex":[0.9993083,0.0001022797,0.00004859531,0.00008111419,0.0002331492,0.0002265039],"domain_scores_gemma":[0.9993987,0.00004921715,0.00009388194,0.00002148937,0.0001900918,0.0002465217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006260279,0.002165874,0.8433248,0.0002383842,0.00008258507,0.0859041,0.03012576,0.0004296796,0.01397401,0.0003949495,0.003674969,0.01905893],"study_design_scores_gemma":[0.00005127938,0.00281173,0.921388,0.0001446279,0.00006465756,0.02052161,0.04221749,0.001413828,0.002578139,0.0001533203,0.008610795,0.00004467735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969727,0.000163751,0.0001931029,0.0003329094,0.00002752759,0.0001785605,0.0001210165,0.00001323463,0.001997122],"genre_scores_gemma":[0.9970042,0.0002990885,0.0007749894,0.0005112572,0.00004491107,0.00002865304,0.0001789758,0.000003430149,0.001154514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8480164,"threshold_uncertainty_score":0.3021978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560550084678113,"score_gpt":0.2537415035002779,"score_spread":0.2281360026534968,"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."}}