{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009642468,0.00185748,0.0008034628,0.006690756,0.003539068,0.002319141,0.006681195,0.003519906,0.002438239],"category_scores_gemma":[0.02108055,0.0009542438,0.001623377,0.0037041,0.001660925,0.001305057,0.001388242,0.003888305,0.002717516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008830494,"about_ca_system_score_gemma":0.05897086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5793321,"about_ca_topic_score_gemma":0.683324,"domain_scores_codex":[0.9908578,0.001980071,0.001499573,0.00046336,0.00436022,0.0008389846],"domain_scores_gemma":[0.9646042,0.004115856,0.001686407,0.001169435,0.02664694,0.001777114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004580805,0.001336259,0.06569872,0.002799049,0.00009953082,0.005634293,0.005363768,0.005520536,0.07943893,0.008299655,0.4970914,0.3282597],"study_design_scores_gemma":[0.0001483452,0.001085863,0.166334,0.004290513,0.0002456537,0.004175544,0.003758624,0.007424842,0.02806647,0.002420054,0.7815551,0.0004950666],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.140564,0.02313701,0.435316,0.09848263,0.008271535,0.04081729,0.02987105,0.008159907,0.2153805],"genre_scores_gemma":[0.08525142,0.008491532,0.8523907,0.01031666,0.0004539617,0.004256252,0.01138054,0.0004293291,0.02702953],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4206679,"threshold_uncertainty_score":0.8462907,"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."}}