{"id":"W2142610014","doi":"10.1086/511689","title":"High Colonization Pressure Might Compromise the Efficiency of Routine Methicillin-Resistant Staphylococcus aureus Screening","year":2007,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Staphylococcus aureus; Colonization; Microbiology; Methicillin-resistant Staphylococcus aureus; Micrococcaceae; Staphylococcal infections; Antibacterial agent; Antibiotics; Bacteria; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002780069,0.0006537878,0.001071001,0.0005293675,0.001276382,0.002590528,0.0008644814,0.02084237,0.003967025],"category_scores_gemma":[0.02832101,0.0003447163,0.0006609386,0.0003673205,0.001829025,0.001799447,0.0007286876,0.01083579,0.002998426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451588,"about_ca_system_score_gemma":0.001013014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107604,"about_ca_topic_score_gemma":0.001992557,"domain_scores_codex":[0.9955862,0.002388538,0.0004080166,0.0002782705,0.0008913407,0.000447634],"domain_scores_gemma":[0.9900276,0.007006304,0.0006227971,0.0003133702,0.001113099,0.0009168778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001144484,0.0008833319,0.09387144,0.0006636938,0.0002158088,0.2243627,0.001741321,0.001553395,0.01121112,0.02517961,0.4805972,0.1585759],"study_design_scores_gemma":[0.0006270776,0.003475233,0.0394796,0.001363426,0.0002346778,0.4465185,0.005321957,0.01060762,0.01030002,0.04627905,0.4354912,0.0003015695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05411372,0.005005919,0.003177159,0.8932025,0.009276889,0.00006435667,0.00005584211,0.0001726225,0.034931],"genre_scores_gemma":[0.4305545,0.005020141,0.004559314,0.5119416,0.03674504,0.00007897017,0.00006624113,0.00009665151,0.01093755],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02084237,"threshold_uncertainty_score":0.01470256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035827496384226,"score_gpt":0.3399561072706341,"score_spread":0.3041286108864081,"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."}}