{"id":"W2091972792","doi":"10.1097/ta.0000000000000324","title":"Efficacy of medical grade honey against multidrug-resistant organisms of operational significance","year":2014,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Bee Products Chemical Analysis","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Air Force Surgeon General; Congressionally Directed Medical Research Programs; U.S. Air Force","keywords":"Acinetobacter baumannii; Microbiology; Staphylococcus aureus; Multiple drug resistance; Antimicrobial; Antibiotics; Clearance; Medicine; Minimum inhibitory concentration; Methicillin-resistant Staphylococcus aureus; Acinetobacter; Drug resistance; Biology; Bacteria; Pseudomonas aeruginosa","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":{"n_in":0,"stratum":"about_only","weight":3321.24,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"In vitro efficacy of medical grade honey against multidrug-resistant organisms; 'validation' here is laboratory antimicrobial testing, and the object is wound treatment."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"The study tests medical honey against resistant organisms, not research itself."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Clinical microbiology efficacy of medical-grade honey against pathogens; therapeutic domain."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004471406,0.000359021,0.0003048655,0.0004479877,0.0002313747,0.0003594699,0.0003000483,0.0003442426,0.002553558],"category_scores_gemma":[0.0006085059,0.000102748,0.0003367579,0.0001886945,0.00023403,0.0002075884,0.000208272,0.0003461914,0.0002641444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001708138,"about_ca_system_score_gemma":0.0001864103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003080161,"about_ca_topic_score_gemma":0.0008904893,"domain_scores_codex":[0.999612,0.0001530022,0.00005096012,0.00004343671,0.0001081457,0.00003234641],"domain_scores_gemma":[0.9995155,0.0001488955,0.0001459794,0.00004311811,0.0001000874,0.00004642432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003138267,0.001291284,0.005645558,0.0013104,0.0001028162,0.0001881372,0.0001575382,0.0001441426,0.9213564,0.0001275647,0.0005139647,0.06602394],"study_design_scores_gemma":[0.0003260578,0.05154681,0.06936333,0.0001834031,0.000303807,0.00167188,0.0001897206,0.0004772523,0.8670904,0.00006221674,0.008759076,0.0000261628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832419,0.01162633,0.0007433569,0.000214598,0.00008658875,0.0001481261,0.0002965615,0.00003724811,0.003605268],"genre_scores_gemma":[0.9944919,0.001981846,0.001930555,0.000109574,0.00005816823,0.00004138966,0.0002371046,0.000007437535,0.001141985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002553558,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479686557045978,"score_gpt":0.2643205792867243,"score_spread":0.2495237137162645,"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."}}