{"id":"W2110637833","doi":"10.1002/nur.10043","title":"Measuring the hospital practice environment: A Canadian context","year":2002,"lang":"en","type":"article","venue":"Research in Nursing & Health","topic":"Nursing education and management","field":"Nursing","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of British Columbia; University of Toronto; Centre for Advancing Health Outcomes; Institute for Clinical Evaluative Sciences; University of Alberta","funders":"National Institute of Nursing Research","keywords":"Context (archaeology); Exploratory factor analysis; Index (typography); Nursing; Work (physics); Work environment; Sample (material); Medicine; Acute care; Relevance (law); Psychology; Psychometrics; Health care; Job satisfaction; Social psychology; Political science; Geography; Computer science; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004943349,0.000386246,0.0005445689,0.00348896,0.009895185,0.004022125,0.001367827,0.000407165,0.001587746],"category_scores_gemma":[0.0123549,0.0003351172,0.0003486677,0.009455685,0.002325559,0.001094182,0.003008367,0.0009465024,0.000132075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08392619,"about_ca_system_score_gemma":0.1132671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948269,"about_ca_topic_score_gemma":0.9981019,"domain_scores_codex":[0.9945597,0.00118105,0.000257134,0.0005177301,0.00242091,0.001063473],"domain_scores_gemma":[0.9888278,0.001407686,0.001250615,0.0002340953,0.006700094,0.001579757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002064205,0.0001848971,0.7723104,0.0009303788,0.00009308105,0.0008732809,0.06362407,0.0009981284,0.001184586,0.005093174,0.00805382,0.1464477],"study_design_scores_gemma":[0.00001412064,0.00009107005,0.9252275,0.0003935468,0.00004653178,0.0002047135,0.05482277,0.0004520037,0.0002426859,0.000402117,0.01801831,0.00008467495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970217,0.005159643,0.0007671378,0.003320881,0.00006540544,0.0001820915,0.001144612,0.00001623631,0.01912693],"genre_scores_gemma":[0.9915887,0.00398034,0.0021891,0.00067466,0.00001663672,0.00006948873,0.0004375102,0.000008764113,0.001034735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08392619,"threshold_uncertainty_score":0.60893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203051425450132,"score_gpt":0.4129380331249655,"score_spread":0.2926328905799523,"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."}}