{"id":"W2155843572","doi":"10.12927/hcpol.2014.23984","title":"Mind the Gap: Governance and Health Workforce Outcomes","year":2014,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Alberta Health Services","keywords":"Workforce; Workforce planning; Work (physics); Plan (archaeology); Corporate governance; Conjunction (astronomy); Key (lock); Public relations; Workforce management; Clinical governance; Business; Nursing; Psychology; Political science; Knowledge management; Medicine; Health care; Computer science; Engineering; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00487966,0.0008302831,0.00145672,0.0001602432,0.003497395,0.00009065613,0.0007792761,0.00101105,0.0004637578],"category_scores_gemma":[0.001704437,0.0006489325,0.0002146407,0.001248126,0.0008024906,0.0002870145,0.0005428179,0.002912555,0.001548341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002364994,"about_ca_system_score_gemma":0.003869417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1968287,"about_ca_topic_score_gemma":0.04265006,"domain_scores_codex":[0.9866859,0.005094577,0.002141374,0.001082457,0.000915247,0.004080491],"domain_scores_gemma":[0.9915456,0.002660786,0.001499038,0.001732633,0.0003517566,0.002210242],"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":[0.0000348184,0.00006208125,0.06483646,0.002220908,0.00002166995,0.00000320331,0.0102306,0.00000760071,1.037163e-7,0.4005615,0.07600914,0.4460119],"study_design_scores_gemma":[0.0009423805,0.0004218567,0.182421,0.003706632,0.0000203444,0.00003620515,0.002948275,0.000333251,7.88718e-7,0.00903006,0.7997264,0.0004128309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01667999,0.1052968,0.0001939934,0.8581283,0.004322091,0.002750322,0.0003043038,0.0001387306,0.01218546],"genre_scores_gemma":[0.6122823,0.04008225,0.001736708,0.2345198,0.005717235,0.0002049014,0.00003833356,0.0001808751,0.1052376],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7237173,"threshold_uncertainty_score":0.9995962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094998770468639,"score_gpt":0.4811269974753943,"score_spread":0.3716271204285304,"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."}}