{"id":"W2782517148","doi":"10.5430/jnep.v8n6p30","title":"Challenges of fresh nursing graduates during their transition period","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Resilience and Mental Health","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Blame; Nursing; Workload; Period (music); Graduation (instrument); Complaint; Economic shortage; Psychology; Nurse education; Medicine; Qualitative research; Political science; Social psychology; Sociology; Management; Social science","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":[0.002499008,0.0002955669,0.000327465,0.0004470661,0.003779385,0.002298882,0.0005969754,0.001176996,0.003136119],"category_scores_gemma":[0.005578045,0.0002417087,0.0003703227,0.0003382378,0.001654569,0.001202338,0.00352704,0.001619654,0.0004632525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781803,"about_ca_system_score_gemma":0.004588226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006931926,"about_ca_topic_score_gemma":0.01292797,"domain_scores_codex":[0.9986986,0.0003988954,0.00006665975,0.00009468805,0.0002157863,0.0005253211],"domain_scores_gemma":[0.9972157,0.0004470442,0.0004226318,0.00006573321,0.0003899948,0.001458752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002198698,0.0005673691,0.2964152,0.0004689054,0.00003983416,0.009092739,0.6010502,0.0002068944,0.004340138,0.001580242,0.0114108,0.0746078],"study_design_scores_gemma":[0.00001118251,0.0006708851,0.1838892,0.0002744944,0.0000161217,0.001902698,0.78676,0.0001255552,0.0004600613,0.0006312609,0.02521447,0.00004399745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949405,0.0004567547,0.0001921815,0.002545097,0.0001154869,0.00004035563,0.00003183139,0.0000121811,0.001665627],"genre_scores_gemma":[0.9959423,0.0003964509,0.0003061598,0.0009472265,0.00003651302,0.00004522157,0.00004063784,0.000006215971,0.002279204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006931926,"threshold_uncertainty_score":0.01378316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208178996459314,"score_gpt":0.4928431752698788,"score_spread":0.3720252756239473,"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."}}