{"id":"W4238144226","doi":"10.32920/ryerson.14653923","title":"New graduate registered nurses' perceptions of transitioning to professional practice after completion of the new graduate guarantee orientation program","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Feeling; Grounded theory; Economic shortage; Perception; Medical education; Psychology; Process (computing); Nursing; Qualitative research; Medicine; Sociology; Social psychology","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":[0.004926929,0.0001646709,0.0003149756,0.0004459747,0.004001116,0.003073784,0.0009869077,0.0009405199,0.002815099],"category_scores_gemma":[0.01163812,0.0002800341,0.0003448147,0.0003654754,0.003292626,0.001630054,0.002875575,0.002421555,0.0003243047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005883324,"about_ca_system_score_gemma":0.009395213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1238205,"about_ca_topic_score_gemma":0.27287,"domain_scores_codex":[0.9970523,0.001002337,0.0001335053,0.0001673221,0.0007378049,0.0009067741],"domain_scores_gemma":[0.9922654,0.001663296,0.001079538,0.0001934519,0.001069346,0.003729039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002349692,0.0004547729,0.0752927,0.0001292705,0.00001392169,0.0009392085,0.899582,0.00007926911,0.001228256,0.0005418321,0.001934942,0.01956894],"study_design_scores_gemma":[0.00001080941,0.0002582087,0.08308919,0.0000902464,0.000004914416,0.0001485783,0.9099249,0.00006411725,0.0001328269,0.0001082439,0.006148609,0.0000194333],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967685,0.0001298802,0.00007490938,0.0007359728,0.0000243242,0.00002458749,0.00001464518,0.000006188399,0.0022209],"genre_scores_gemma":[0.9977782,0.0001726942,0.0001227356,0.0002199832,0.000006756292,0.00002022313,0.00002767112,0.000004683755,0.001646918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238205,"threshold_uncertainty_score":0.2461995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07580505097635247,"score_gpt":0.4022778905831872,"score_spread":0.3264728396068348,"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."}}