{"id":"W1601812786","doi":"10.1111/vco.12148","title":"Treatment time, ease of use and cost associated with use of Equashield™, <scp>PhaSeal</scp><sup>®</sup>, or no closed system transfer device for administration of cancer chemotherapy to a dog model","year":2015,"lang":"en","type":"article","venue":"Veterinary and Comparative Oncology","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Georgia","keywords":"Chemotherapy; Medicine; Specialty; Transfer (computing); Usability; Anesthesia; Surgery; Computer science; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002320561,0.000202441,0.0008127805,0.00008827441,0.0001021441,0.000005813532,0.00005717041,0.0001697269,0.000007485904],"category_scores_gemma":[0.0001665659,0.0001456619,0.0000376784,0.0001352838,0.0001281842,0.0001361044,0.00002001433,0.00009261858,0.000001721333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564877,"about_ca_system_score_gemma":0.001303987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002664418,"about_ca_topic_score_gemma":0.0002754554,"domain_scores_codex":[0.9984314,0.0003928578,0.0005544596,0.0002547211,0.000121879,0.0002446956],"domain_scores_gemma":[0.9956812,0.003118931,0.0002898816,0.0001377181,0.0005958068,0.0001764967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.3168216,0.01523877,0.1167141,0.007655226,0.006346743,0.0003567977,0.3155894,0.04524533,0.1578621,0.004408259,0.008580181,0.005181518],"study_design_scores_gemma":[0.06675391,0.2018334,0.02460469,0.003876409,0.001187862,0.00008989656,0.02053819,0.6528491,0.01130222,0.00003173804,0.016311,0.0006216294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942957,0.00003679297,0.002599008,0.00008694145,0.00005056577,0.001956391,0.0007239613,0.00002040947,0.0002302986],"genre_scores_gemma":[0.9962462,0.00002532984,0.002273351,0.0001142824,0.0000295506,0.0004033825,0.00005335516,0.00001565725,0.0008388681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6076037,"threshold_uncertainty_score":0.5939921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3522098843860346,"score_gpt":0.4652911632518456,"score_spread":0.113081278865811,"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."}}