{"id":"W2071666906","doi":"10.1097/01.cnj.0000357438.90886.53","title":"Nursing in Need of Transformation","year":2009,"lang":"en","type":"article","venue":"Journal of Christian Nursing","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"","keywords":"China; Sociology; Library science; History; Archaeology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009093017,0.0001643816,0.0003925955,0.0007312294,0.00009446888,0.00006470732,0.0002109798,0.0001317683,0.00002231531],"category_scores_gemma":[0.000195735,0.0001672054,0.0001491741,0.0005452766,0.0001323041,0.0009986204,3.702528e-7,0.0005230183,0.000002880704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162449,"about_ca_system_score_gemma":0.000163011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002039988,"about_ca_topic_score_gemma":0.000002762975,"domain_scores_codex":[0.9978942,0.0002052274,0.0009837281,0.0001229382,0.000470824,0.0003230926],"domain_scores_gemma":[0.9984976,0.0001442956,0.0008342601,0.0001639949,0.0002332383,0.0001266327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003880488,0.002972374,0.001434772,0.0001493665,0.00003072175,0.0000198828,0.2650433,0.0007775003,0.04495994,0.001887789,0.008730021,0.6701138],"study_design_scores_gemma":[0.01309093,0.006607248,0.4495616,0.03776612,0.001133089,0.003187635,0.2481484,0.003432784,0.132632,0.09602659,0.006785834,0.001627694],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8978422,0.003556649,0.00655081,0.07469669,0.00558906,0.0002523231,0.000001798052,0.00003384906,0.01147656],"genre_scores_gemma":[0.9962648,0.00001850941,0.002836817,0.0002611981,0.0005833342,2.512308e-7,0.000002971497,0.00001853408,0.00001365227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6684861,"threshold_uncertainty_score":0.6818438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189298442438577,"score_gpt":0.3290386112412832,"score_spread":0.3071456268168974,"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."}}