{"id":"W4399442837","doi":"10.1177/10784535241255398","title":"A Case Study of New Nurses’ Transition from Education to Rural Practice in Times of Adversity","year":2024,"lang":"en","type":"article","venue":"Creative Nursing","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Brandon University","funders":"Canada Research Chairs","keywords":"Feeling; Flourishing; Mentorship; Gratitude; Optimism; Nursing; Psychology; Teamwork; Burnout; Medical education; Medicine; Social psychology; Clinical psychology","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":[0.0001079084,0.00006849853,0.0001397102,0.0001632842,0.0000286952,0.000005549622,0.00003496469,0.0000358961,0.0003348647],"category_scores_gemma":[0.00003312098,0.0000723149,0.00002536097,0.0002969193,0.00002649447,0.0001454474,0.000003948156,0.00008936874,0.00001395865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003365092,"about_ca_system_score_gemma":0.0003028833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.088323,"about_ca_topic_score_gemma":0.0007078039,"domain_scores_codex":[0.9992922,0.0001781098,0.0001778158,0.0001697071,0.00008680721,0.00009538295],"domain_scores_gemma":[0.9994649,0.0002644412,0.00005142743,0.0001122196,0.00004099654,0.00006604462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006144834,0.002339434,0.001088853,0.00003242666,0.0000384341,0.0001349769,0.7318639,0.00001228351,0.0002773588,0.0004153532,0.00130584,0.2618767],"study_design_scores_gemma":[0.0008646589,0.001058561,0.02998838,0.000813019,0.0001684644,0.000110925,0.9653383,0.00004581886,0.0004392655,0.0005608291,0.0005239289,0.00008783054],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985987,0.0005582472,0.0003156993,0.0007062467,0.0007188048,0.0005665671,0.00001912207,0.00001579285,0.01111249],"genre_scores_gemma":[0.9990804,0.000002660935,0.0002611699,0.0001019129,0.00007027222,0.000008424352,0.00001195196,0.000007018011,0.0004562188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2617888,"threshold_uncertainty_score":0.9177479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05519702168855779,"score_gpt":0.4806153261886669,"score_spread":0.4254183045001091,"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."}}