{"id":"W2769302475","doi":"10.1097/01.numa.0000526910.24168.ee","title":"Workplace culture and patient outcomes","year":2017,"lang":"en","type":"article","venue":"Nursing Management","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Organizational culture; Nursing; Psychology; MEDLINE; Nurse Administrator; Medicine; Public relations; Political 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001387579,0.00008689771,0.0001124977,0.00003890046,0.001655462,0.000005094434,0.0001476678,0.00006547705,0.00007392932],"category_scores_gemma":[0.00006118017,0.00006841284,0.00002240249,0.00002248393,0.00009081727,0.0001032665,0.0000875451,0.0001773501,0.0001323466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008497874,"about_ca_system_score_gemma":0.00001078736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000898027,"about_ca_topic_score_gemma":0.000004984186,"domain_scores_codex":[0.9991578,0.0000620759,0.0001801991,0.0001776869,0.0001824288,0.000239833],"domain_scores_gemma":[0.9991724,0.00002501529,0.0002404484,0.000440515,0.00002600185,0.00009556608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023441,0.0003072476,0.2435155,0.0003148511,0.0001248245,0.0000172619,0.03813918,0.00002072127,0.0000104525,0.07013609,0.2111394,0.4361721],"study_design_scores_gemma":[0.000571721,0.00002577193,0.4770013,0.0005630201,0.00002832895,2.047882e-7,0.005312665,0.00002737089,0.000002334801,0.001100501,0.5152841,0.00008267367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06840571,0.0002371398,0.003367264,0.06166784,0.004085513,0.001423471,0.000006629151,0.0001586905,0.8606477],"genre_scores_gemma":[0.9659539,0.0001001579,0.001733996,0.00254703,0.00004135253,0.00007407808,0.000007191012,0.00001030194,0.02953203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8975481,"threshold_uncertainty_score":0.9996442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0578380929257026,"score_gpt":0.4336488722624242,"score_spread":0.3758107793367216,"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."}}