{"id":"W2142576856","doi":"10.1108/13660750310470980","title":"The nursing shortage crisis: a familiar problem dressed in new clothes: Part II","year":2003,"lang":"en","type":"article","venue":"Leadership in Health Services","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Dilemma; Statute; Nursing shortage; Autonomy; Economic shortage; Empowerment; Value (mathematics); Political science; Medicine; Nurse education; Sociology; Law; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001511248,0.0004180343,0.0003820019,0.001098164,0.007006058,0.009348733,0.001128815,0.005133458,0.007415288],"category_scores_gemma":[0.003643853,0.0002266164,0.0002685292,0.002372579,0.00781688,0.003898412,0.002530046,0.00418375,0.0008248637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02198647,"about_ca_system_score_gemma":0.02303386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5060373,"about_ca_topic_score_gemma":0.6062461,"domain_scores_codex":[0.9986793,0.0002590428,0.00003786573,0.00008724751,0.0004775331,0.0004589628],"domain_scores_gemma":[0.9983268,0.0004135564,0.0002064523,0.00004946658,0.0006577204,0.0003458546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004400613,0.00008744797,0.008236201,0.000721032,0.00002011023,0.002188447,0.01618169,0.00114439,0.0006329577,0.1511282,0.7068172,0.1127983],"study_design_scores_gemma":[0.00001241317,0.00003912812,0.02158777,0.001002242,0.00001127164,0.0008806603,0.05810732,0.0005743805,0.0002462188,0.02673653,0.8907496,0.00005240673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.026795,0.05563708,0.002036954,0.8040913,0.01194399,0.00007714168,0.0001326726,0.0000654153,0.09922048],"genre_scores_gemma":[0.436626,0.08345085,0.002168043,0.2354195,0.01490365,0.0001331017,0.000252864,0.0001421272,0.2269039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5060373,"threshold_uncertainty_score":0.9937435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.192225144338614,"score_gpt":0.31171337961378,"score_spread":0.119488235275166,"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."}}