{"id":"W2081475049","doi":"10.1177/1078155214556009","title":"Worksheets with embedded checklists support IV chemotherapy safer practice","year":2014,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"SAFER; Medicine; Usability; Chemotherapy; Patient safety; Adverse effect; Identification (biology); Intensive care medicine; Medical physics; Surgery; Pharmacology; Computer science; Human–computer interaction; Health care","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":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008127849,0.00023819,0.0005905642,0.0002046356,0.0004667675,0.00000488776,0.0004103986,0.0002403773,0.002281369],"category_scores_gemma":[0.01029852,0.0001784552,0.0001049611,0.00036322,0.000155825,0.002178547,0.00005713276,0.002777458,0.0006000811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004662612,"about_ca_system_score_gemma":0.002817077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001623031,"about_ca_topic_score_gemma":0.000007546552,"domain_scores_codex":[0.9936613,0.003415927,0.001345425,0.0002529751,0.0007598586,0.0005645424],"domain_scores_gemma":[0.983481,0.008481468,0.005325262,0.0003298956,0.001874007,0.0005083872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07480721,0.007653795,0.01437476,0.0003558776,0.002499654,0.001201369,0.05300424,0.0006428672,0.003555639,0.002336181,0.6907973,0.1487711],"study_design_scores_gemma":[0.01277669,0.001333229,0.002154953,0.0001177137,0.0005352501,0.001246448,0.004583411,0.0001314494,0.0001396647,0.00004373105,0.9767498,0.0001876052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04006266,0.0002744649,0.02984578,0.4433161,0.005909706,0.001268083,0.000005718985,0.0001022236,0.4792153],"genre_scores_gemma":[0.7943677,0.002094403,0.03959472,0.1555358,0.002752433,0.00006550973,0.00001464829,0.00008383905,0.005490944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7543051,"threshold_uncertainty_score":0.9995232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07100531266920483,"score_gpt":0.5073369435292618,"score_spread":0.436331630860057,"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."}}