{"id":"W2737602258","doi":"10.1097/nna.0000000000000500","title":"Longitudinal Outcomes of an Institutionally Developed Nurse Residency Program","year":2017,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Nursing education and management","field":"Nursing","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wind Energy Institute of Canada","funders":"National Cancer Institute","keywords":"Workforce; Curriculum; Medical education; Nurse practitioners; Registered nurse; Physician assistants; Medicine; Nursing; Graduate students; Psychology; Family medicine; Health care; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009500303,0.0001439864,0.0002394693,0.0001448926,0.0006672941,0.000208725,0.000555424,0.00006647759,0.00001900699],"category_scores_gemma":[0.0004708805,0.0001037908,0.0001008755,0.00008474712,0.0003608079,0.000818199,0.000009326128,0.0002157728,0.000003884213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938103,"about_ca_system_score_gemma":0.0004247298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001912747,"about_ca_topic_score_gemma":0.00006956211,"domain_scores_codex":[0.9983497,0.0001461004,0.0006523294,0.000121871,0.0005498429,0.0001801494],"domain_scores_gemma":[0.9974798,0.00007369182,0.001405851,0.0004837608,0.0004529369,0.0001039887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004195443,0.01020377,0.05307268,0.0001366655,0.000349633,0.00004814039,0.01026479,0.0001977476,0.005514227,0.02274025,0.03302848,0.8602482],"study_design_scores_gemma":[0.0007388766,0.001545507,0.9840157,0.000488677,0.0002660365,0.0002295881,0.001157403,0.0001024649,0.003620049,0.004562576,0.003133796,0.0001393421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493319,0.00007415474,0.000450707,0.03665293,0.008511031,0.0003597544,0.000003424461,0.00003107883,0.00458506],"genre_scores_gemma":[0.9913951,0.000006738746,0.007591872,0.00009518112,0.000310343,0.00000333649,0.000007179831,0.00001390835,0.0005763804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.930943,"threshold_uncertainty_score":0.5132354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09022732661333094,"score_gpt":0.432424964506924,"score_spread":0.342197637893593,"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."}}