{"id":"W231194717","doi":"10.14423/smj.0000000000000274","title":"Pediatric Staphylococcus aureus Infections: Impact of Methicillin Resistance at a Canadian Center","year":2015,"lang":"en","type":"article","venue":"Southern Medical Journal","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Infection control; Tertiary care; Antimicrobial stewardship; Staphylococcal infections; Emergency department; Antibiotic resistance; Internal medicine; Antibiotics; Microbiology; Intensive care medicine; Bacteria","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001780199,0.0002844806,0.0006031591,0.000522577,0.0001965397,0.00003376359,0.0003269716,0.0004058315,0.001913689],"category_scores_gemma":[0.003305404,0.0002082426,0.0005051455,0.000581878,0.0003091832,0.00007769492,0.00006665094,0.001307231,0.0002741841],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559668,"about_ca_system_score_gemma":0.006520977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009262423,"about_ca_topic_score_gemma":0.04947935,"domain_scores_codex":[0.9963759,0.0002484161,0.0008255368,0.0002821698,0.001516261,0.0007517348],"domain_scores_gemma":[0.995123,0.0001597325,0.0003852911,0.000387835,0.000831096,0.003113043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001195329,0.0004742308,0.9186335,0.0001293826,0.0004831807,0.002048363,0.002943899,0.00004482174,0.0009692066,0.00006410895,0.07184572,0.001168304],"study_design_scores_gemma":[0.08227609,0.01014331,0.5288304,0.006962045,0.004184714,0.009724987,0.01389775,0.0006387859,0.001879001,0.01380659,0.3218316,0.005824717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886419,0.002286696,0.0006661916,0.001683533,0.0004823593,0.000304253,0.0002271305,0.00003908026,0.005668889],"genre_scores_gemma":[0.9957071,0.0003397844,0.0006401475,0.000587454,0.001244832,0.000006020279,0.00001533721,0.00005681733,0.001402493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.389803,"threshold_uncertainty_score":0.9991111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449437267108623,"score_gpt":0.3133580762651557,"score_spread":0.2888637035940695,"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."}}