{"id":"W1995208533","doi":"10.3389/fpubh.2014.00217","title":"Vancomycin Revisited – 60 Years Later","year":2014,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Vancomycin; Computer science; Medicine; Biology; Staphylococcus aureus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002168256,0.0005881262,0.004658001,0.001281453,0.00007310353,0.00007624994,0.0004782088,0.0006573398,0.0001315145],"category_scores_gemma":[0.0005149282,0.0005212176,0.0006057382,0.00143819,0.0001601976,0.0001122007,0.000116977,0.001416437,0.0001927647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001797877,"about_ca_system_score_gemma":0.003214437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003808944,"about_ca_topic_score_gemma":0.00001166763,"domain_scores_codex":[0.9950048,0.0006965832,0.001673434,0.0008776873,0.000472421,0.001275058],"domain_scores_gemma":[0.9971539,0.0001076014,0.0007765408,0.001158327,0.0001006785,0.0007029613],"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":[0.000007523679,0.00005725574,0.0002937161,0.0195302,0.00008473141,0.00009938072,0.00004700384,3.213244e-8,1.172056e-8,0.00005635925,0.3168677,0.6629561],"study_design_scores_gemma":[0.0005559391,0.0001037926,0.0005000579,0.0184309,0.00009746043,0.00003686305,0.00001801843,0.000006844044,1.728857e-8,0.0000378025,0.9798454,0.0003668922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000047348,0.9888158,0.002864221,0.001320345,0.00169416,0.002130184,0.00007795243,0.000138032,0.002954508],"genre_scores_gemma":[0.00002249193,0.981686,0.01215877,0.00241912,0.0005162397,0.00009177803,0.0004713269,0.0001671384,0.002467148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6629777,"threshold_uncertainty_score":0.9997239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658621112183135,"score_gpt":0.35132653116041,"score_spread":0.3047403200385786,"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."}}