{"id":"W4389102326","doi":"10.12927/hcq.2023.27216","title":"Inspiring Leadership: How a Community Hospital Is Tackling Healthcare’s Most Difficult Problems","year":2023,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission; HalTech","funders":"","keywords":"Health care; Health administration; Best practice; Nursing; Public relations; Community hospital; Medicine; Management; Medical education; Psychology; Political science; Public health","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":[0.01586738,0.0009537925,0.0004326372,0.001524651,0.02978071,0.01822182,0.00330468,0.01166572,0.01460852],"category_scores_gemma":[0.02465809,0.0007150338,0.0007738612,0.00141061,0.01371215,0.01171423,0.01626998,0.01931897,0.002488626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0139982,"about_ca_system_score_gemma":0.07533896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04865102,"about_ca_topic_score_gemma":0.1843431,"domain_scores_codex":[0.9822281,0.007472061,0.0002846462,0.000620358,0.003679912,0.005714917],"domain_scores_gemma":[0.9565033,0.003049684,0.001018772,0.00092576,0.004411463,0.03409098],"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":[0.0001107187,0.0007111565,0.00595508,0.0006686986,0.00006781355,0.00139027,0.03427568,0.000286772,0.001026092,0.02535206,0.7117707,0.2183849],"study_design_scores_gemma":[0.0001234078,0.0006988503,0.006938475,0.001662562,0.00004020808,0.001381174,0.1839423,0.0003239182,0.0003964189,0.02789233,0.7764087,0.0001916902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02026607,0.006554628,0.001479366,0.9354051,0.007426664,0.00009183725,0.00003406561,0.0002532411,0.02848906],"genre_scores_gemma":[0.4811595,0.01537757,0.01580078,0.4210423,0.00553559,0.000239541,0.0002188839,0.000561276,0.0600646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04865102,"threshold_uncertainty_score":0.1015645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254178383952283,"score_gpt":0.4020473425397856,"score_spread":0.2766295041445573,"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."}}