{"id":"W2161518394","doi":"10.1111/j.1547-5069.2009.01300.x","title":"Characteristics of Work Interruptions During Medication Administration","year":2009,"lang":"en","type":"article","venue":"Journal of Nursing Scholarship","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Institut universitaire en santé mentale de Montréal; McGill University","funders":"","keywords":"Medicine; Psychological intervention; Observational study; Patient safety; Emergency medicine; Administration (probate law); Medical emergency; Nursing; Health care; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001676293,0.0002202846,0.0003349954,0.001060227,0.0003539796,0.0005309653,0.0003817185,0.000376859,0.001120715],"category_scores_gemma":[0.02264985,0.0002238366,0.0003148426,0.0008117758,0.0002182587,0.0003914264,0.0005416607,0.0004635635,0.0002401686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004614952,"about_ca_system_score_gemma":0.0006404906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022475,"about_ca_topic_score_gemma":0.002663493,"domain_scores_codex":[0.9976387,0.0005566891,0.0005143905,0.0002437454,0.0008418342,0.000204603],"domain_scores_gemma":[0.9687076,0.00625099,0.02053499,0.0007191587,0.002383484,0.001403654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002003016,0.00008747059,0.9869387,0.0001060823,0.00005838173,0.0001346613,0.001807339,0.0001192826,0.0005818028,0.00001173456,0.0002184046,0.009735765],"study_design_scores_gemma":[0.000002933429,0.0001915568,0.9981749,0.00002887131,0.000008852176,0.0002142629,0.0007805983,0.0000978886,0.00008815449,0.00000700389,0.0003994946,0.000005529838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979753,0.0003840203,0.0004299335,0.00006936406,0.00001112612,0.00005304327,0.0004247581,0.00001948372,0.0006329598],"genre_scores_gemma":[0.998926,0.000143021,0.000379847,0.00001744925,0.00001056586,0.00004701338,0.0003533149,0.000003715047,0.0001189531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0022475,"threshold_uncertainty_score":0.008865178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1344470117378077,"score_gpt":0.47442180034193,"score_spread":0.3399747886041223,"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."}}