{"id":"W6907812965","doi":"10.25384/sage.c.5303278.v1","title":"Surface contamination with nine antineoplastic drugs in 109 canadian centers; 10 years of a monitoring program","year":2021,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antineoplastic Drugs; Contamination; Drug packaging; Biological safety; Sampling (signal processing); Adverse effect","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059342,0.0007113948,0.0003274619,0.001494967,0.002751429,0.001289848,0.001303974,0.0006464484,0.001322941],"category_scores_gemma":[0.001826445,0.0006811941,0.000357422,0.002603835,0.001050658,0.0003677522,0.001236284,0.0004887443,0.0004284169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01931644,"about_ca_system_score_gemma":0.02118157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9421952,"about_ca_topic_score_gemma":0.9470096,"domain_scores_codex":[0.9970252,0.0001828546,0.00008282151,0.0005189643,0.001135026,0.001055037],"domain_scores_gemma":[0.9973575,0.000129091,0.0005856816,0.0001103377,0.001298483,0.0005188891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001131247,0.0001285284,0.9851055,0.00004439083,0.00001896067,0.0001230817,0.0009359544,0.0001088889,0.0009372379,0.00001987095,0.0007412801,0.01172315],"study_design_scores_gemma":[0.000005651725,0.0001298995,0.9967065,0.00001332869,0.0000138665,0.00006415268,0.001042891,0.000219797,0.0005102124,0.000005640875,0.001279813,0.000008374108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9953589,0.0002519128,0.0002647989,0.0001228745,0.000007050625,0.0001744141,0.001956858,0.00003472359,0.001828471],"genre_scores_gemma":[0.9943851,0.0003212446,0.001264712,0.0001815155,0.00001001559,0.00007239867,0.001873536,0.000008069052,0.001883491],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.05780476,"threshold_uncertainty_score":0.1401513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029592817340509,"score_gpt":0.3087856879691783,"score_spread":0.2784897597957732,"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."}}