{"id":"W2624774826","doi":"10.1136/ejhpharm-2017-000640.519","title":"PS-013 Multicentre study of environmental contamination with cyclophosphamide, ifosfamide and methotrexate in 66 canadian hospitals: a 2016 follow-up study","year":2017,"lang":"en","type":"article","venue":"","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Ifosfamide; Cyclophosphamide; Medicine; Methotrexate; Pharmacy; Adverse effect; Contamination; Chemotherapy; Antineoplastic Drugs; Internal medicine; Emergency medicine; Pharmacology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005823028,0.0005566587,0.0004534873,0.0009648974,0.002244685,0.0008601591,0.000810646,0.000586269,0.001485736],"category_scores_gemma":[0.001331588,0.000571273,0.000615322,0.002765033,0.000573829,0.0003083116,0.0007249785,0.0005310504,0.000382342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01583718,"about_ca_system_score_gemma":0.0145029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9529569,"about_ca_topic_score_gemma":0.9663967,"domain_scores_codex":[0.998909,0.00007290937,0.00006509372,0.0001887129,0.0004392345,0.0003249215],"domain_scores_gemma":[0.9985539,0.00004747431,0.0003317826,0.00005259179,0.0006860999,0.0003280864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000120054,0.0000604604,0.9955316,0.0000610309,0.00003556809,0.0002301653,0.0008088404,0.00003153657,0.0005912408,0.00001254941,0.0004045842,0.002112509],"study_design_scores_gemma":[0.000004961388,0.00008272475,0.998648,0.00001250521,0.00001213664,0.0000836402,0.0005982996,0.00004203179,0.00007526286,0.00000257402,0.0004320287,0.00000577706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960923,0.0002727259,0.00009376777,0.00007473637,0.000009041691,0.0001554442,0.00231913,0.000007160306,0.0009756756],"genre_scores_gemma":[0.9966382,0.0003367458,0.00028605,0.0001517444,0.000008842426,0.00005797033,0.001503915,0.000004883075,0.001011639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04704309,"threshold_uncertainty_score":0.1149074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167168156131059,"score_gpt":0.3369933397088822,"score_spread":0.3153216581475716,"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."}}