{"id":"W3135513737","doi":"10.1515/pthp-2020-0016","title":"Characteristics of wipe sampling methods for antineoplastic drugs in North America: comparison of six providers","year":2020,"lang":"en","type":"article","venue":"Pharmaceutical Technology in Hospital Pharmacy","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Service provider; Antineoplastic Drugs; Medicine; Sampling (signal processing); Service (business); Business; Medical emergency; Pharmacology; Computer science; Marketing; Telecommunications","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":[0.00331985,0.0002541215,0.0004545052,0.002615685,0.00101118,0.001108946,0.0008246294,0.0007053689,0.001954958],"category_scores_gemma":[0.01486987,0.0004680108,0.0005024962,0.004118915,0.0007248475,0.0009053659,0.0008383428,0.0004691857,0.0002874868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003648596,"about_ca_system_score_gemma":0.00477643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1083935,"about_ca_topic_score_gemma":0.1209623,"domain_scores_codex":[0.9952759,0.001125106,0.0007151627,0.0007152896,0.001536735,0.0006317774],"domain_scores_gemma":[0.9823873,0.00523327,0.006024932,0.0004074253,0.004355489,0.00159149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001866004,0.0001179802,0.9826984,0.0003996667,0.00005396576,0.0002776742,0.00345332,0.00005033343,0.0007173681,0.00006898417,0.0008804218,0.0110952],"study_design_scores_gemma":[0.00001594934,0.0002706175,0.9797494,0.0003077335,0.00005747271,0.0009484584,0.0152065,0.0002824411,0.0003698117,0.00003219128,0.00273854,0.00002088819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926011,0.002176206,0.0006289323,0.0005997996,0.00002479813,0.0002554356,0.001491238,0.00001829056,0.002204027],"genre_scores_gemma":[0.9947022,0.002051538,0.001267187,0.000456069,0.00001646454,0.0001716899,0.0008045173,0.00001468307,0.0005156773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083935,"threshold_uncertainty_score":0.2155253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193275796616044,"score_gpt":0.5109447200148387,"score_spread":0.3916171403532343,"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."}}