{"id":"W394998","doi":"10.1097/cnq.0b013e31820f7467","title":"Hospital Checklists","year":2011,"lang":"en","type":"article","venue":"Critical Care Nursing Quarterly","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Medicine; General partnership; Health care; Nursing; Safety culture; Patient safety; Medical education; Medical emergency; Management; Business; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001341198,0.0001233077,0.0001634596,0.00006002382,0.0004999149,0.000001457729,0.0001580607,0.0002005842,0.0008484466],"category_scores_gemma":[0.0003141465,0.0001171422,0.00006694262,0.0001110282,0.0003260732,0.0001242784,0.000006367785,0.0004493904,0.0009977898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658544,"about_ca_system_score_gemma":0.0001538892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002770634,"about_ca_topic_score_gemma":0.000006276419,"domain_scores_codex":[0.9984454,0.0002031116,0.0003392236,0.0002562212,0.0002295154,0.0005265201],"domain_scores_gemma":[0.9988565,0.0001837246,0.00005913678,0.0002944565,0.0002903408,0.0003158264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000115937,0.000474648,0.01253332,0.0004978259,0.00001201322,0.00003210664,0.7566935,5.45292e-8,0.00009857475,0.160208,0.008305225,0.06102877],"study_design_scores_gemma":[0.002158332,0.004128877,0.3876716,0.002433201,0.0001849392,0.000008024001,0.5328932,0.00004586064,0.0001952351,0.04297272,0.02639608,0.0009119126],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3755177,0.0006824819,0.03040137,0.01267268,0.01583488,0.001136581,0.00006566603,0.0007927591,0.5628959],"genre_scores_gemma":[0.9973218,7.628763e-7,0.001321496,0.0007256475,0.0003213563,0.00006557169,0.0000303154,0.00002088376,0.0001921693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6218041,"threshold_uncertainty_score":0.9997801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046610804358983,"score_gpt":0.4499166283726722,"score_spread":0.3452555479367739,"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."}}