{"id":"W2047653741","doi":"10.1097/01.nurse.0000365016.08493.41","title":"Nursing shortcuts can shortcut safety","year":2009,"lang":"en","type":"article","venue":"Nursing","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; St. Clair College","funders":"","keywords":"Patient safety; Normalization (sociology); Deviance (statistics); Safety culture; Nursing; Positive deviance; Health care; Medication error; Medicine; Psychology; Computer science; Medical emergency; Sociology; Management","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008289266,0.0001887058,0.0003055884,0.0001951191,0.001937383,0.00001394581,0.0002146901,0.000263952,0.0005920436],"category_scores_gemma":[0.0002094032,0.0001807969,0.00007930082,0.0004393347,0.0001131637,0.0001459133,0.0000115775,0.001052822,0.0002765628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280918,"about_ca_system_score_gemma":0.0009918115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007217962,"about_ca_topic_score_gemma":0.00004472756,"domain_scores_codex":[0.9966812,0.0004287306,0.0006493729,0.0003808708,0.000609455,0.001250415],"domain_scores_gemma":[0.9982703,0.0004611173,0.0001112003,0.0003840254,0.0002454449,0.000527967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006522122,0.0002497535,0.02015847,0.00005548235,0.000006922595,0.00001326489,0.004911664,0.00002530157,0.0003001509,0.02139459,0.01668688,0.9355453],"study_design_scores_gemma":[0.001093884,0.0003682426,0.955568,0.002986334,0.00002484632,0.00001426178,0.001988013,0.001595293,0.00006972467,0.01729959,0.01861423,0.0003775508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1162985,0.0008252899,0.00400751,0.06523217,0.00312161,0.002314738,0.00007053551,0.0004538046,0.8076758],"genre_scores_gemma":[0.9928756,0.00006913212,0.001333013,0.002487417,0.001105355,0.00002440028,0.0001008419,0.00002813315,0.001976062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9354095,"threshold_uncertainty_score":0.9993619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09743202293042945,"score_gpt":0.525139562500202,"score_spread":0.4277075395697725,"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."}}