{"id":"W4231153785","doi":"10.1007/s40267-021-00837-y","title":"Correction to: Sterility testing using a closed system transfer device in oncology medication compounding: a novel method for testing partially used vials","year":2021,"lang":"en","type":"article","venue":"Drugs & Therapy Perspectives","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Compounding; Vial; Medicine; Pharmacy; Medical physics; Internal medicine; Pharmacology; Chromatography; Family medicine; Chemistry","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":[0.004152867,0.0003153426,0.0007913077,0.0002695937,0.0008263796,0.0000384213,0.0002036492,0.0002442648,0.00002844643],"category_scores_gemma":[0.00659031,0.0003165258,0.0001015757,0.001298076,0.00006461329,0.0001732753,0.00005391792,0.000564213,0.000009722433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562779,"about_ca_system_score_gemma":0.003047592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001769311,"about_ca_topic_score_gemma":0.001060276,"domain_scores_codex":[0.9954428,0.001583807,0.001055973,0.0008464297,0.0003580221,0.0007129628],"domain_scores_gemma":[0.9810144,0.0166553,0.0003340063,0.000341331,0.001479804,0.0001751935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.001267642,0.0006251516,0.0202118,0.000359708,0.0001434627,0.00001036934,0.1650818,0.001659812,0.7974362,0.0006952419,0.00004653986,0.01246232],"study_design_scores_gemma":[0.01564746,0.0008221666,0.1303996,0.005485703,0.0002300317,0.0001070033,0.4619373,0.3660336,0.01535434,0.0002479504,0.002570165,0.001164662],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6252149,0.0001130857,0.3689163,0.0008317254,0.002099076,0.001628129,0.00002340253,0.0002188677,0.0009544609],"genre_scores_gemma":[0.8562722,0.000005099771,0.1422088,0.0003760341,0.0006404431,0.0003526675,0.00001511415,0.00006482997,0.0000648186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7820818,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2365187004669482,"score_gpt":0.483018264544606,"score_spread":0.2464995640776578,"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."}}