{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007609296,0.0007729186,0.001089888,0.0006342877,0.01144887,0.009919016,0.001759088,0.008201796,0.04029418],"category_scores_gemma":[0.01782688,0.0003383458,0.0007496004,0.0007660339,0.01030946,0.01416026,0.0144155,0.01837897,0.01032749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005005447,"about_ca_system_score_gemma":0.02908431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004695947,"about_ca_topic_score_gemma":0.01176817,"domain_scores_codex":[0.9917334,0.003003251,0.0002856812,0.0007202532,0.00189524,0.002362156],"domain_scores_gemma":[0.9791324,0.002637976,0.0005291145,0.001420739,0.002860881,0.01341896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000452764,0.00009174965,0.0006733414,0.0002379585,0.0000182285,0.0008141343,0.01010531,0.00006882606,0.0003957976,0.06535779,0.8464718,0.07571987],"study_design_scores_gemma":[0.00001083015,0.00003493229,0.0004426368,0.0004662942,0.000004335252,0.0005989138,0.01879205,0.00004246767,0.00005575746,0.02398309,0.9555537,0.00001488011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003066004,0.01724599,0.001137082,0.8515239,0.04952471,0.00004513326,0.00003831002,0.0001405175,0.07727837],"genre_scores_gemma":[0.1382877,0.04060329,0.004402221,0.633244,0.01878249,0.0002442312,0.0002471137,0.0003103253,0.1638786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04029418,"threshold_uncertainty_score":0.1347975,"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."}}