{"id":"W25537047","doi":"10.1155/2008/754249","title":"A Preliminary Guideline for the Assignment of Methicillin‐Resistant <i>Staphylococcus aureus</i> to a Canadian Pulsed‐Field Gel Electrophoresis Epidemic Type Using <i>spa</i> Typing","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Manitoba","funders":"Hospital for Sick Children; Centre Hospitalier Universitaire de Québec; University of Alberta; Jewish General Hospital; Public Health Agency; Public Health Agency of Canada; London Health Sciences Centre; Hamilton Health Sciences","keywords":"Typing; Guideline; Staphylococcus aureus; Pulsed-field gel electrophoresis; Microbiology; Medicine; Biology; Bacteria; Genetics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00061904,0.0002583695,0.0007245981,0.000484876,0.0003957622,0.000012207,0.0002627922,0.0003200127,0.0001452803],"category_scores_gemma":[0.002937258,0.0001874465,0.0002802211,0.0004027372,0.000480923,0.00003506098,0.00002971232,0.0004720055,0.00000172136],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005787603,"about_ca_system_score_gemma":0.008521242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07448535,"about_ca_topic_score_gemma":0.1219533,"domain_scores_codex":[0.9977552,0.0001181018,0.0009673855,0.0002794851,0.000138313,0.0007415332],"domain_scores_gemma":[0.9957435,0.0006828669,0.0003386839,0.0002645346,0.000817095,0.002153305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005806162,0.0002798313,0.04960047,0.0006643392,0.002171101,0.002672731,0.0007900304,0.0005955074,0.5997189,0.000452883,0.3247678,0.01248031],"study_design_scores_gemma":[0.01030377,0.0146546,0.01799133,0.003936307,0.004355161,0.008246667,0.001047692,0.0007268399,0.02235507,0.0008179646,0.9139438,0.001620797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477426,0.02549597,0.009142627,0.01479437,0.0009656245,0.001286242,0.0004150984,0.00001389526,0.0001435877],"genre_scores_gemma":[0.9821433,0.001578824,0.001003529,0.01481572,0.0003577526,0.00001253331,0.00001667414,0.00003626134,0.00003540453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5891761,"threshold_uncertainty_score":0.9970995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717274171086476,"score_gpt":0.2785556916916826,"score_spread":0.2613829499808178,"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."}}