{"id":"W4318715998","doi":"10.12927/cjnl.2022.27006","title":"An Innovative and Comprehensive Approach to Nursing Workforce Sustainability in Nova Scotia","year":2022,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Nova scotia; Workforce; Nova (rocket); Sustainability; Nursing; Psychology; Political science; Sociology; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00285647,0.0003279527,0.0001790677,0.00104169,0.00800257,0.005451909,0.001281487,0.002638204,0.003309074],"category_scores_gemma":[0.003707707,0.0002162267,0.0003290579,0.0007431456,0.003405303,0.001161163,0.007421127,0.001982899,0.0002683465],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03267871,"about_ca_system_score_gemma":0.1253664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5177318,"about_ca_topic_score_gemma":0.8237491,"domain_scores_codex":[0.9974787,0.0008670092,0.0001028706,0.0001698296,0.0003391915,0.001042437],"domain_scores_gemma":[0.9968787,0.0005426304,0.0001915078,0.0001149233,0.0005822285,0.001690006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002029028,0.0004546734,0.07125559,0.002492385,0.0001208426,0.01622114,0.1560961,0.006480073,0.01196948,0.1567206,0.1496687,0.4283175],"study_design_scores_gemma":[0.00004537131,0.0003926171,0.1054955,0.002347822,0.00004583457,0.001960811,0.1582087,0.001703541,0.001327921,0.02441855,0.7039315,0.0001219474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3483367,0.01555282,0.01470055,0.3830259,0.003281487,0.001436798,0.0004871171,0.0002439442,0.2329347],"genre_scores_gemma":[0.886896,0.004723155,0.01615935,0.02573525,0.0002572603,0.0003746537,0.000156382,0.00003449683,0.06566352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9673213,"threshold_uncertainty_score":0.9702166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2828775736672257,"score_gpt":0.4647552181824203,"score_spread":0.1818776445151946,"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."}}