{"id":"W2061449521","doi":"10.1097/nur.0b013e3181e3605f","title":"Patient Safety","year":2010,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Negotiation; Variety (cybernetics); Patient safety; Nursing; Process (computing); Restructuring; Medicine; Administration (probate law); Psychology; Health care; Business; Political science; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001149484,0.0001356846,0.0003219265,0.00004629962,0.0006483463,0.000001298422,0.0002299172,0.0004377494,0.0106012],"category_scores_gemma":[0.00366525,0.0001136702,0.0001656862,0.0001677602,0.0004292589,0.00008318693,0.00006174337,0.001884719,0.005980379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004388699,"about_ca_system_score_gemma":0.0003293596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003310893,"about_ca_topic_score_gemma":0.0003927096,"domain_scores_codex":[0.9970945,0.0004563221,0.001363348,0.0003511886,0.000306631,0.0004280425],"domain_scores_gemma":[0.9971635,0.001095229,0.0004752947,0.0006209818,0.0001729501,0.0004719947],"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":[0.0006686811,0.001097861,0.2826377,0.00004862815,0.00004642626,0.00001881096,0.003196706,0.000002417555,0.0001708975,0.1333476,0.4610051,0.1177591],"study_design_scores_gemma":[0.0007493295,0.00006775373,0.2473895,0.00003342,0.00001293414,5.393438e-7,0.0005120743,0.00001114177,0.000004644772,0.0007266091,0.7503873,0.0001048662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3358506,0.00001508316,0.0006005018,0.02462431,0.04357062,0.001061634,0.0001070825,0.0002577488,0.5939125],"genre_scores_gemma":[0.9678638,0.00005445581,0.00111704,0.01291596,0.007613583,0.00007604702,0.0001511992,0.00003534539,0.01017255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6320133,"threshold_uncertainty_score":0.9947936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08414352111202898,"score_gpt":0.4988332916113435,"score_spread":0.4146897704993145,"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."}}