{"id":"W1600660213","doi":"10.4212/cjhp.v68i4.1467","title":"Environmental Contamination with Cyclophosphamide, Ifosfamide, and Methotrexate: A Study of 51 Canadian Centres","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":30,"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; Medicine; Cyclophosphamide; Methotrexate; Pharmacy; Adverse effect; Emergency medicine; Internal medicine; Chemotherapy; Family medicine; Etoposide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427005,0.0001799258,0.000324802,0.0002820251,0.0006638408,0.00002446763,0.0003037926,0.00004787847,0.0001134029],"category_scores_gemma":[0.0003541782,0.0001221993,0.00003610098,0.000174177,0.0002077759,0.0002262586,0.00002717145,0.0007578289,0.00001824054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005010608,"about_ca_system_score_gemma":0.004933814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6394109,"about_ca_topic_score_gemma":0.8610001,"domain_scores_codex":[0.9978943,0.0005458989,0.0005720338,0.0001285905,0.0003691101,0.0004900927],"domain_scores_gemma":[0.9973396,0.0003750499,0.0005365158,0.0001722624,0.0002489225,0.001327663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001711784,0.0001095269,0.9520231,0.0000219719,0.0001837968,0.0002848966,0.04023666,0.00008511489,0.00002328767,0.00006522291,0.004870752,0.001924424],"study_design_scores_gemma":[0.008336643,0.001893166,0.9003923,0.0002214698,0.0003175995,0.00008148883,0.07946439,0.00008017911,0.0001385677,0.000232707,0.008563602,0.0002778774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994686,0.000596413,0.000008523957,0.001781934,0.0009189258,0.0006358405,0.00004671302,0.000005056493,0.00132059],"genre_scores_gemma":[0.9991114,0.00002973464,0.00008058367,0.000300444,0.0001760123,0.000006696198,0.000003479647,0.00002898985,0.0002626188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2215892,"threshold_uncertainty_score":0.8752375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03482745505116452,"score_gpt":0.3311279699677246,"score_spread":0.2963005149165601,"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."}}