{"id":"W4393164108","doi":"10.3390/pathogens13040276","title":"Staphylococcus aureus Infections and Human Intestinal Microbiota","year":2024,"lang":"en","type":"review","venue":"Pathogens","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Staphylococcus aureus; Microbiome; Sepsis; Immunology; Staphylococcal infections; Medicine; Microbiology; Biology; Intensive care medicine; Bioinformatics; Bacteria","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":[0.0003261297,0.0005610136,0.0006972688,0.00155894,0.0001921826,0.0007968275,0.0003089698,0.000676262,0.003267864],"category_scores_gemma":[0.0005963089,0.0001366117,0.0003900554,0.001061065,0.0002135118,0.0006178599,0.0005303179,0.0009275396,0.00111551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002879957,"about_ca_system_score_gemma":0.0008135817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009156356,"about_ca_topic_score_gemma":0.001388831,"domain_scores_codex":[0.9998042,0.00003990409,0.00002672466,0.00002827283,0.00008008911,0.00002080763],"domain_scores_gemma":[0.9998183,0.00007147981,0.00003489314,0.000004575133,0.00005149587,0.00001927026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000903684,0.00006671436,0.0005155918,0.02005708,0.0001006983,0.0001978639,0.0001087791,0.000208578,0.002734176,0.002680566,0.02645759,0.946782],"study_design_scores_gemma":[0.00001180349,0.0001478361,0.002175531,0.007791543,0.0001449722,0.001852351,0.0001170663,0.00008956173,0.0007812465,0.001612292,0.9852563,0.00001953262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002333305,0.99836,0.00007679755,0.0003071867,0.0001477192,0.000003117547,0.00002104371,0.0000059805,0.0008449105],"genre_scores_gemma":[0.001264811,0.9979112,0.0001119187,0.0001376244,0.0001069589,0.000003609707,0.00003053818,9.0127e-7,0.0004325278],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003267864,"threshold_uncertainty_score":0.01093209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210604899596806,"score_gpt":0.3549296039180923,"score_spread":0.3128235549221242,"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."}}