{"id":"W2035317729","doi":"10.12927/cjnl.2014.23841","title":"Commentary: Nursing Must Learn to Adapt","year":2014,"lang":"en","type":"letter","venue":"Nursing leadership","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007327466,0.001232927,0.002035422,0.001092013,0.009587331,0.00558276,0.005582709,0.1101716,0.01174179],"category_scores_gemma":[0.04904981,0.001334273,0.0019698,0.001343282,0.00681286,0.006904528,0.002886787,0.08025604,0.01025304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009760012,"about_ca_system_score_gemma":0.02363884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03297504,"about_ca_topic_score_gemma":0.04292099,"domain_scores_codex":[0.9923636,0.002258572,0.0006982621,0.000947746,0.002613059,0.001118719],"domain_scores_gemma":[0.9790916,0.01155561,0.001227096,0.0005296891,0.004511589,0.003084464],"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":[0.000018595,0.00001313023,0.0001406551,0.0000404636,0.000007017893,0.0004287876,0.0001894131,0.00003628991,0.00003990638,0.00146768,0.9952769,0.002341245],"study_design_scores_gemma":[0.00008448187,0.00005618434,0.0008988624,0.0006812184,0.00003016897,0.001172917,0.001185091,0.0003548072,0.0001667162,0.008557858,0.9867246,0.00008713445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000139607,0.0003452157,0.00003226786,0.9859824,0.01164721,0.000009585204,0.00002440696,0.00002028605,0.001798998],"genre_scores_gemma":[0.001079248,0.0001988085,0.00006528019,0.9874545,0.007924984,0.00002681394,0.000007843891,0.00001230884,0.003230125],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1101716,"threshold_uncertainty_score":0.07081413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2739991427176189,"score_gpt":0.4138749928251357,"score_spread":0.1398758501075167,"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."}}