{"id":"W2162378199","doi":"10.1111/j.1365-2648.2008.04898.x","title":"Transition shock: the initial stage of role adaptation for newly graduated Registered Nurses","year":2008,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":1067,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"Social Sciences and Humanities Research Council of Canada; Ministry of Health, Saskatchewan; Canadian Nurses Foundation","keywords":"Feeling; Psychology; Transition (genetics); Context (archaeology); Nursing; Sociocultural evolution; Scope of practice; Shock (circulatory); Adaptation (eye); Curriculum; Professional development; Medical education; Medicine; Pedagogy; Social psychology; Sociology; Health care; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002370071,0.0001254166,0.0002425382,0.0002042779,0.0002409099,0.00002259938,0.0001482609,0.00004476517,0.000009497039],"category_scores_gemma":[0.0001221745,0.0001025105,0.0001624633,0.0002245108,0.0001522654,0.0004304532,0.000002358478,0.0001535947,6.029431e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953933,"about_ca_system_score_gemma":0.00006564641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009507539,"about_ca_topic_score_gemma":0.000005027645,"domain_scores_codex":[0.9986871,0.00009319111,0.0005814072,0.0001224694,0.0003193988,0.0001964568],"domain_scores_gemma":[0.9985002,0.0001271091,0.0007521998,0.0001696241,0.0003879523,0.00006287247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008001435,0.001091369,0.00001956051,0.0001515202,0.00009673013,0.000009125031,0.08106732,0.04464064,0.07525773,0.0008334945,0.01691185,0.7719193],"study_design_scores_gemma":[0.02514695,0.009917093,0.01091086,0.006950339,0.001308737,0.001092847,0.3010448,0.02802367,0.3685567,0.02551501,0.2201491,0.001383922],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013279,0.0008659207,0.06217248,0.01804669,0.01533176,0.0009239965,0.00002012274,0.00005062787,0.001260519],"genre_scores_gemma":[0.9876916,0.00003077694,0.01088036,0.0002696984,0.0003764856,0.000005567357,0.00001104141,0.00002746112,0.0007070228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7705353,"threshold_uncertainty_score":0.4180258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06909939287306033,"score_gpt":0.3611438545780549,"score_spread":0.2920444617049946,"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."}}