{"id":"W2605773181","doi":"10.5430/jnep.v7n9p61","title":"Cross-sectional online survey of nursing graduates’ academic difficulties and related factors","year":2017,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Academic year; Medical education; Nursing; Psychology; Odds ratio; Medicine; Graduate students; Nurse education; Mathematics education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001603471,0.000143424,0.0002645852,0.000214141,0.0008952772,0.0002132244,0.0001603757,0.0001911125,0.00002474798],"category_scores_gemma":[0.008993007,0.0001271781,0.00004758421,0.0001204938,0.0003902849,0.001298631,0.00001193079,0.0006918882,0.000001059824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046664,"about_ca_system_score_gemma":0.0003278888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004330107,"about_ca_topic_score_gemma":0.000009478909,"domain_scores_codex":[0.9980967,0.0005081252,0.0007385005,0.0001691545,0.0003123926,0.0001751053],"domain_scores_gemma":[0.9951459,0.001442338,0.001930703,0.0001894962,0.001078299,0.0002132546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009031403,0.001842927,0.782486,0.00006042175,0.00005971486,8.768661e-7,0.04003638,0.00001051967,0.0008646502,0.0002482465,0.004184925,0.1693023],"study_design_scores_gemma":[0.0003805087,0.0001807577,0.9839486,0.0009422919,0.00007652755,0.0008962178,0.01090028,0.0000273442,0.0002405744,0.0006161837,0.001669519,0.00012119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632257,0.002629098,0.00001381623,0.02474812,0.008415414,0.00009515019,0.000009691044,0.00001119074,0.0008518408],"genre_scores_gemma":[0.9972615,0.0006082796,0.0009980325,0.0001605933,0.000402569,5.058845e-7,0.00002576651,0.00001870267,0.0005240576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2014627,"threshold_uncertainty_score":0.9993547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2596122654553873,"score_gpt":0.5334867235438998,"score_spread":0.2738744580885125,"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."}}