{"id":"W4401865059","doi":"10.5430/jnep.v14n12p45","title":"Nurse faculty shortage problem and a grant solution to the problem","year":2024,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Scheduling and Timetabling Solutions","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Resources and Services Administration; U.S. Department of Health and Human Services","keywords":"Economic shortage; Nursing; Nursing shortage; Medicine; Nurse education; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02040423,0.001316525,0.0006535766,0.002668373,0.009960146,0.01029824,0.005809832,0.0189528,0.0392487],"category_scores_gemma":[0.06463847,0.0007394222,0.001119372,0.003073626,0.006017567,0.01558112,0.01632119,0.01665271,0.007083374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005864582,"about_ca_system_score_gemma":0.04366247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009633807,"about_ca_topic_score_gemma":0.01123046,"domain_scores_codex":[0.9836769,0.004499462,0.001336797,0.001805025,0.005473367,0.003208345],"domain_scores_gemma":[0.9513723,0.007582006,0.002946516,0.001721493,0.013542,0.02283561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004230263,0.0003414275,0.004590419,0.0004420952,0.00003093817,0.0016321,0.001776762,0.0006803578,0.0002756913,0.04933133,0.8200487,0.120808],"study_design_scores_gemma":[0.00009945533,0.0002612568,0.003685203,0.001195567,0.0000301923,0.002753944,0.01221376,0.001260684,0.0003150088,0.04250568,0.9355679,0.0001112876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004199079,0.002502595,0.002895229,0.9585261,0.01578822,0.00009344144,0.00008504696,0.0002483983,0.01566191],"genre_scores_gemma":[0.2058576,0.01990775,0.03404209,0.5366305,0.03706806,0.001213295,0.0008694108,0.0007480141,0.1636634],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0392487,"threshold_uncertainty_score":0.1313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2417526822312468,"score_gpt":0.5140446275435226,"score_spread":0.2722919453122759,"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."}}