{"id":"W2132816541","doi":"10.1086/428579","title":"Identification of Methicillin‐Resistant<i>Staphylococcus aureus</i>Carriage in Less than 1 Hour during a Hospital Surveillance Program","year":2005,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Carriage; Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Micrococcaceae; Identification (biology); Staphylococcal infections; Microbiology; Emergency medicine; Antibacterial agent; Antibiotics; Pathology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008804669,0.0005012127,0.0003946379,0.0006571863,0.0002302983,0.0004170889,0.0003023256,0.000451844,0.0009625725],"category_scores_gemma":[0.004516846,0.0001910919,0.0002140581,0.0001912954,0.0002587208,0.0003399951,0.0002447456,0.0002772379,0.0002760005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002475069,"about_ca_system_score_gemma":0.0002517771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049116,"about_ca_topic_score_gemma":0.001368244,"domain_scores_codex":[0.9989218,0.0003977802,0.0001118592,0.0001925846,0.0002719875,0.000104155],"domain_scores_gemma":[0.997352,0.0009859424,0.0009172767,0.0001156984,0.0003614118,0.0002676857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009098726,0.0004257794,0.9157405,0.0002537039,0.00004279743,0.001598824,0.0006823411,0.0001852906,0.03832879,0.00003295071,0.0005495883,0.0412496],"study_design_scores_gemma":[0.0000589907,0.005644039,0.9428504,0.0001071073,0.000111842,0.008704066,0.0007644819,0.001990348,0.038164,0.00003538883,0.001533518,0.00003570508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969222,0.0006593461,0.001324597,0.00007357035,0.00002626553,0.0000956963,0.00007816137,0.00005146344,0.0007687221],"genre_scores_gemma":[0.9976628,0.0002098974,0.001747735,0.0000629921,0.00002786705,0.00002406365,0.00008199429,0.000004581193,0.0001781801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001049116,"threshold_uncertainty_score":0.004656374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213483719216532,"score_gpt":0.3482377158705053,"score_spread":0.32610287867834,"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."}}