{"id":"W1565795978","doi":"10.1016/s1553-7250(14)40065-5","title":"Barriers and Strategies for Effective Patient Rescue: A Qualitative Study of Outliers","year":2014,"lang":"en","type":"article","venue":"The Joint Commission Journal on Quality and Patient Safety","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Staffing; Patient safety; Quality management; Outlier; Psychology; Health care; Medicine; Applied psychology; Process management; Knowledge management; Nursing; Computer science; Business; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.003301115,0.0002004798,0.0005953923,0.0001098864,0.0004386065,0.00002970231,0.00005589515,0.00006838764,0.00001810503],"category_scores_gemma":[0.001190082,0.0001133969,0.0001289221,0.00009802526,0.0001671338,0.0001198199,0.00005963195,0.0004330618,5.681683e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000571239,"about_ca_system_score_gemma":0.00007109928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002783245,"about_ca_topic_score_gemma":0.000007363767,"domain_scores_codex":[0.995598,0.00271448,0.0008508725,0.000213478,0.0004286072,0.0001945403],"domain_scores_gemma":[0.996523,0.002149101,0.0005208988,0.000269968,0.0002193002,0.0003177054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.03775768,0.001692311,0.004965533,0.000713605,0.0008151026,0.00001211017,0.7511589,0.0006358084,0.002798762,0.005102032,0.001753156,0.192595],"study_design_scores_gemma":[0.01108904,0.04940213,0.09253298,0.002190461,0.0003542998,0.0001053873,0.8130338,0.0004796085,0.004263048,0.01329592,0.01263328,0.0006200306],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940382,0.0001296629,0.002245436,0.001640536,0.0002478596,0.00112025,0.00002187114,0.00001317034,0.0005429602],"genre_scores_gemma":[0.9990779,0.00005135866,0.0002022683,0.0005540845,0.00003625983,0.00003052125,0.000002280032,0.00001418904,0.00003120899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.191975,"threshold_uncertainty_score":0.4624194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04763405622257679,"score_gpt":0.3557390731039236,"score_spread":0.3081050168813468,"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."}}