{"id":"W2041449036","doi":"10.4212/cjhp.v64i4.1059","title":"Stability of Buffered Lidocaine in Glass Vials","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Vial; Lidocaine; Medicine; Chromatography; Chemistry; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001136567,0.0001171764,0.0002838614,0.0001583663,0.00006504209,0.00001250608,0.0004981771,0.00003951535,0.005030202],"category_scores_gemma":[0.0001464958,0.0000840659,0.0001304061,0.0002030765,0.000208499,0.0001195774,0.00001502607,0.0003846918,0.00003067395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042428,"about_ca_system_score_gemma":0.0004032609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06165594,"about_ca_topic_score_gemma":0.01817391,"domain_scores_codex":[0.9986395,0.0002251873,0.0005634077,0.0001055789,0.0001386426,0.000327692],"domain_scores_gemma":[0.9988214,0.0001078419,0.0003774693,0.0002180061,0.0001600702,0.0003152516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001269811,0.0008049065,0.8001293,0.00005033095,0.0006430947,0.002809401,0.1516979,0.00001658317,0.003609435,0.009411722,0.01273924,0.01681828],"study_design_scores_gemma":[0.005136004,0.001400745,0.9602235,0.00009012986,0.0001254582,0.0001812714,0.004699137,0.00001959141,0.009479134,0.006726277,0.0115171,0.0004016623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849217,0.0008483587,0.00001320205,0.001293692,0.001252292,0.000165793,0.0000200882,0.000003222905,0.01148168],"genre_scores_gemma":[0.9995067,0.00001308575,0.00003923981,0.0001947723,0.0001451746,0.000002506682,6.903763e-7,0.00001514903,0.00008268522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1600942,"threshold_uncertainty_score":0.9997419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.066560640793931,"score_gpt":0.3071724208624349,"score_spread":0.2406117800685039,"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."}}