{"id":"W2331741456","doi":"10.1097/jnr.0000000000000106","title":"The Psychometric Properties and the Development of the Indicators of Quality Nursing Work Environments in Taiwan","year":2015,"lang":"en","type":"article","venue":"Journal of Nursing Research","topic":"Nursing education and management","field":"Nursing","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Content validity; Construct validity; Nursing; Quality (philosophy); Test (biology); Reliability (semiconductor); Work (physics); Nursing shortage; Psychology; Validity; Medicine; Psychometrics; Nurse education; Patient satisfaction; Clinical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01898028,0.0003391529,0.0003333916,0.002398807,0.0004777323,0.002011641,0.0005673944,0.0004609015,0.0006427495],"category_scores_gemma":[0.05198117,0.0002723571,0.001127529,0.002761064,0.0007971803,0.001221848,0.001415608,0.0008875512,0.0001351272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129889,"about_ca_system_score_gemma":0.002362926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002855688,"about_ca_topic_score_gemma":0.002425751,"domain_scores_codex":[0.9929904,0.002941671,0.001292408,0.0003587606,0.002123479,0.000293331],"domain_scores_gemma":[0.9647374,0.01828978,0.006499971,0.002253129,0.006912937,0.001306633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001194621,0.0002055844,0.938983,0.0001911151,0.0002540631,0.00008003179,0.002485993,0.001445576,0.0005520695,0.0007295356,0.0005844425,0.05436926],"study_design_scores_gemma":[0.00003552891,0.0005864057,0.9852462,0.0002399951,0.00009297809,0.00007741859,0.002351735,0.007892044,0.0007957094,0.000998145,0.001654203,0.00002970282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934996,0.0002501352,0.003115342,0.0003093533,0.00003079077,0.0002064089,0.0002067399,0.00002484293,0.00235677],"genre_scores_gemma":[0.9964088,0.0001327671,0.002860844,0.00003032546,0.000008807941,0.000233395,0.000227449,0.000005806545,0.00009186054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01898028,"threshold_uncertainty_score":0.1003785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2209413485125041,"score_gpt":0.4479334180229647,"score_spread":0.2269920695104606,"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."}}