{"id":"W4318713367","doi":"10.12927/cjnl.2022.27007","title":"Leadership for a Reimagined, Thriving and Sustainable Nursing Workforce","year":2022,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Thriving; Workforce; Nursing; Work (physics); Psychology; Public relations; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009741738,0.0004897252,0.0002879619,0.0007783426,0.008864683,0.00891341,0.001103652,0.003934183,0.03252026],"category_scores_gemma":[0.01284828,0.0002987683,0.0007019456,0.0005727947,0.003147725,0.00569091,0.01104304,0.01186049,0.0105203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00539081,"about_ca_system_score_gemma":0.04002244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006720958,"about_ca_topic_score_gemma":0.02376705,"domain_scores_codex":[0.990625,0.004016615,0.0001828443,0.0005572469,0.002417523,0.002200877],"domain_scores_gemma":[0.9811772,0.001225396,0.0008348161,0.0005028071,0.003111823,0.01314798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001830825,0.0001235768,0.002222117,0.0003045104,0.00002255886,0.0001546237,0.01046192,0.00008844282,0.0007214725,0.05172309,0.8094251,0.1247343],"study_design_scores_gemma":[0.00001934783,0.00008454147,0.002606442,0.0009627838,0.000008831486,0.0002912215,0.01392317,0.0001528284,0.0001870956,0.01634445,0.9653891,0.00003021459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01382808,0.01264152,0.01338228,0.7591342,0.02856279,0.0002377436,0.0001748197,0.0004553476,0.1715831],"genre_scores_gemma":[0.3582078,0.02409397,0.02863208,0.3538758,0.008296429,0.0005660034,0.0005541456,0.0005995473,0.2251742],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03252026,"threshold_uncertainty_score":0.1087911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3317737454628815,"score_gpt":0.4434490747523702,"score_spread":0.1116753292894886,"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."}}