{"id":"W3017009285","doi":"10.1097/nna.0000000000000881","title":"Nursing Work Environment and Patient Outcomes in a Hospital Context","year":2020,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Nursing education and management","field":"Nursing","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Context (archaeology); Nursing; Medicine; Quarter (Canadian coin); Patient safety; Quality (philosophy); Health care; Geography; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006709323,0.0002716232,0.0008268629,0.003101323,0.0006850649,0.002935655,0.0005722918,0.0006879452,0.002526978],"category_scores_gemma":[0.03126946,0.0001942196,0.00107206,0.003911324,0.0007730824,0.001826316,0.001782355,0.0009240729,0.000201525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245752,"about_ca_system_score_gemma":0.00236677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0032317,"about_ca_topic_score_gemma":0.004958397,"domain_scores_codex":[0.9932169,0.003552165,0.001442647,0.0004410646,0.001050237,0.0002969731],"domain_scores_gemma":[0.9732861,0.01035833,0.01303845,0.0003280854,0.002094204,0.0008948199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001191149,0.0008514847,0.8385825,0.03390929,0.004870247,0.0009940488,0.005935643,0.0007835232,0.0004579862,0.001166989,0.002361289,0.1088959],"study_design_scores_gemma":[0.00009218639,0.001092264,0.9532531,0.02346606,0.00176455,0.001162511,0.009210165,0.0002438669,0.0003590591,0.001179829,0.008088027,0.00008845397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7230892,0.2597293,0.0009240224,0.005279321,0.0004608501,0.0002024494,0.001295725,0.000015601,0.00900356],"genre_scores_gemma":[0.9671783,0.03039932,0.000727989,0.0007664724,0.0002125653,0.0001355609,0.0003135737,0.000005491846,0.0002606519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006709323,"threshold_uncertainty_score":0.0354827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504177766368102,"score_gpt":0.2946267920667399,"score_spread":0.2695850144030589,"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."}}