{"id":"W2067624555","doi":"10.1213/01.ane.0000049661.90244.e3","title":"Discoloration of Parenteral Ondansetron","year":2003,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Nausea and vomiting management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Ondansetron; Medicine; Vial; Pharmacy; Anesthesia; Syringe; Notice; Drug packaging; Surgery; Nausea; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001782858,0.00009842705,0.0002048077,0.00009704,0.00003582416,0.00001010053,0.00004730841,0.00003884588,0.0001222122],"category_scores_gemma":[0.000025376,0.00008285238,0.00008453923,0.0001762133,0.00003804643,0.00005872656,0.000004312138,0.00006228211,0.00003104816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002834737,"about_ca_system_score_gemma":0.00004206255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002379466,"about_ca_topic_score_gemma":0.000004799089,"domain_scores_codex":[0.9992272,0.00005545869,0.0002133782,0.0001543448,0.0001914348,0.0001581971],"domain_scores_gemma":[0.9995738,0.00001813641,0.00008312174,0.0002164947,0.00004565548,0.00006279496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003499389,0.0007878148,0.8761001,0.0003262424,0.0002047208,0.0005351536,0.000594758,0.00002610725,0.008665817,0.09940925,0.009507359,0.003492687],"study_design_scores_gemma":[0.002251601,0.001089879,0.9221141,0.0001925461,0.0003589925,0.0003280733,0.0005374845,0.0001462671,0.02099199,0.0009796541,0.0507373,0.0002721258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929107,0.0001157055,0.0004012964,0.001382778,0.00001894262,0.0002060188,2.787038e-7,0.00003306488,0.004931156],"genre_scores_gemma":[0.9978044,0.00002331848,0.0007049541,0.0003936504,0.00003128115,0.000009507943,0.00001834751,0.00001287399,0.001001635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0984296,"threshold_uncertainty_score":0.3378622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499278585464637,"score_gpt":0.2658379394039573,"score_spread":0.2508451535493109,"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."}}