{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002672796,0.0002048895,0.0001990872,0.001375786,0.0007618934,0.0007756914,0.0004562322,0.0004468334,0.000841438],"category_scores_gemma":[0.008528648,0.0001366342,0.00034674,0.0009455005,0.0004327402,0.0008340859,0.001069245,0.0009149323,0.0003349268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009627719,"about_ca_system_score_gemma":0.001466761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143423,"about_ca_topic_score_gemma":0.01679828,"domain_scores_codex":[0.9988354,0.0003935404,0.0001116642,0.0001365956,0.0002451642,0.000277648],"domain_scores_gemma":[0.9904864,0.001293371,0.003922001,0.0004279854,0.002135035,0.001735233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000699658,0.000189061,0.9975396,0.00000347395,0.00001672232,0.0000370396,0.0001844206,0.00003912774,0.00006919612,0.00001470319,0.00008981405,0.001746889],"study_design_scores_gemma":[0.000002771933,0.0003856463,0.9987234,0.000006733585,0.000009392463,0.00006730449,0.0004123938,0.00008605518,0.00008580982,0.000009278984,0.0002057844,0.000005363415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990288,0.00009108368,0.00008295811,0.00004174289,0.000005403185,0.00001615464,0.0003489471,0.000004036699,0.0003808293],"genre_scores_gemma":[0.998637,0.00007135738,0.00008548549,0.00003164032,0.000008255302,0.00002451479,0.0008221059,0.000002287274,0.0003173882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143423,"threshold_uncertainty_score":0.02273536,"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."}}