{"id":"W2981981067","doi":"10.4212/cjhp.v72i5.2929","title":"Physicochemical Stability of Vancomycin at High Concentrations in Polypropylene Syringes","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syringe; Vancomycin; Syringe driver; Chemistry; Chromatography; Polypropylene; Staphylococcus aureus; Medicine; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006935771,0.0002637971,0.0001090017,0.0001639026,0.0001330182,0.0003381819,0.0001895832,0.0002431914,0.001044509],"category_scores_gemma":[0.001262108,0.0001699225,0.0001623977,0.0002473067,0.0001771399,0.0003175209,0.0001859117,0.0003164022,0.0003325602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000234935,"about_ca_system_score_gemma":0.0002088938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003899088,"about_ca_topic_score_gemma":0.0002896465,"domain_scores_codex":[0.9994878,0.0001357896,0.00005143754,0.0000901064,0.0001868867,0.00004793111],"domain_scores_gemma":[0.9990403,0.0003445734,0.00031538,0.00008345111,0.0001655454,0.0000507255],"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":[0.0001224303,0.00002446306,0.0007707045,0.00004810729,0.00000871848,0.00003692279,0.00004269176,0.0001896978,0.9955494,0.00002939859,0.00003021704,0.003147236],"study_design_scores_gemma":[0.00001374094,0.0007360232,0.00695073,0.00001094863,0.00001838089,0.0001541962,0.00004388961,0.001279116,0.9896067,0.00002166966,0.001154207,0.0000104126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865314,0.0009143054,0.01120618,0.00004767452,0.00002662254,0.00008518458,0.0002111808,0.00007213832,0.0009052777],"genre_scores_gemma":[0.9865206,0.000544419,0.01119116,0.00003824883,0.00001002398,0.00006658626,0.0003226742,0.00002595809,0.00128034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001044509,"threshold_uncertainty_score":0.00366801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006482138488295764,"score_gpt":0.2053584428072529,"score_spread":0.1988763043189572,"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."}}