{"id":"W3139225266","doi":"10.3390/pathogens10040393","title":"The Prevalence, Risk, and Management of Methicillin-Resistant Staphylococcus aureus Infection in Diverse Populations across Canada: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Pathogens","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Methicillin-resistant Staphylococcus aureus; Medicine; Antibiotic resistance; Linezolid; Infection control; Antimicrobial stewardship; Penicillin; Outbreak; Public health; Environmental health; Staphylococcus aureus; Vancomycin; Clindamycin; Antibiotics; Intensive care medicine; Microbiology; Biology; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001912156,0.0004887407,0.003060561,0.00008499443,0.0002983203,0.00003362882,0.0002290414,0.0002125289,0.0000137175],"category_scores_gemma":[0.00101288,0.0003254745,0.0005308253,0.001070491,0.0001589842,0.00003489869,0.0002315305,0.000618039,0.00000297279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006749862,"about_ca_system_score_gemma":0.0006569875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03199155,"about_ca_topic_score_gemma":0.3469399,"domain_scores_codex":[0.9955587,0.0009673597,0.001800499,0.0005749038,0.0006338602,0.0004647149],"domain_scores_gemma":[0.9966098,0.000519062,0.001359313,0.001077966,0.0002998944,0.0001339617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000008501276,0.00004772513,0.0003866358,0.9786791,0.000463848,0.0002481951,0.00004430394,0.000001714106,0.00000207827,0.0002001497,0.0002509194,0.01966683],"study_design_scores_gemma":[0.0002202651,0.0000327637,0.001829657,0.8479325,0.01188404,0.00001192217,0.0001249512,0.000003745881,8.048609e-7,0.000006825006,0.1376437,0.0003087719],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003887839,0.9918896,0.00005717309,0.00003123026,0.0002147098,0.006035947,0.001276378,0.00001803624,0.00008812694],"genre_scores_gemma":[0.0001524247,0.9984044,0.0002300684,0.00004499473,0.00002808659,0.0005793237,0.00007943381,0.00004900107,0.0004322235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3149483,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05244748046945034,"score_gpt":0.3525407802897996,"score_spread":0.3000932998203493,"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."}}