{"id":"W4294175624","doi":"10.1016/j.jemep.2022.100830","title":"Should the World Health Organization's leadership be enhanced?","year":2022,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Impact","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Management; Business; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0337962,0.0009461034,0.0008772588,0.001590759,0.004972082,0.01675033,0.002206268,0.02898451,0.02126159],"category_scores_gemma":[0.08717152,0.0006105377,0.001017081,0.00138378,0.008643569,0.01546732,0.008375213,0.02260637,0.004872568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004514205,"about_ca_system_score_gemma":0.05203411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105288,"about_ca_topic_score_gemma":0.01634737,"domain_scores_codex":[0.9775094,0.009008887,0.0008970492,0.0007210887,0.003373031,0.008490564],"domain_scores_gemma":[0.8840276,0.01734497,0.006070434,0.004437592,0.02006834,0.06805107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001314909,0.0002906049,0.004734934,0.0003292063,0.00006150078,0.0004582228,0.001554909,0.0001268491,0.0003149145,0.06107601,0.8703162,0.06060524],"study_design_scores_gemma":[0.0002591714,0.0001396778,0.01709933,0.001693735,0.00006822787,0.0004869843,0.006738407,0.0002412806,0.000297169,0.04498522,0.9278602,0.0001304264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007917233,0.001790132,0.0001309375,0.983478,0.00947641,0.000005771566,0.00002156014,0.00003021683,0.004275287],"genre_scores_gemma":[0.06925588,0.004978716,0.001457989,0.8894605,0.02179591,0.00007052151,0.00007718183,0.00007483459,0.01282841],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0337962,"threshold_uncertainty_score":0.1787335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4012767156570924,"score_gpt":0.4183162010862056,"score_spread":0.01703948542911321,"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."}}