{"id":"W2316603511","doi":"10.12927/whp..17533","title":"Lessons for Public Health Leaders: A Lesser Developed Country Perspective","year":2013,"lang":"en","type":"article","venue":"World health & population","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Public health; Health care; Perspective (graphical); Administration (probate law); Health policy; Healthcare policy; Unit (ring theory); International health; Public relations; Nursing; Public administration; Medicine; Psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01206798,0.000687117,0.0007322891,0.002189515,0.005039046,0.01052647,0.001622669,0.006180902,0.01526418],"category_scores_gemma":[0.0128651,0.0003412233,0.0006774793,0.002718607,0.008552887,0.01097235,0.008655492,0.0125313,0.00134895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00690209,"about_ca_system_score_gemma":0.02746832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02356389,"about_ca_topic_score_gemma":0.05064066,"domain_scores_codex":[0.9941282,0.003340144,0.0001359727,0.0002156303,0.0003668886,0.001813222],"domain_scores_gemma":[0.9854263,0.005983336,0.0007683459,0.0003341041,0.002159069,0.005328835],"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":[0.0002243023,0.0004298802,0.009599373,0.002789404,0.00007753086,0.001718953,0.03071126,0.0006678381,0.0004510148,0.2548246,0.5451561,0.1533498],"study_design_scores_gemma":[0.000120639,0.0002738021,0.01093928,0.005619532,0.0001086757,0.0006222952,0.1468861,0.0002232736,0.0002794386,0.05786037,0.7769961,0.00007039391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002750817,0.01547707,0.0002042199,0.9688449,0.001664665,0.00001206135,0.00004533757,0.00001338259,0.01098759],"genre_scores_gemma":[0.3394827,0.1114009,0.001598917,0.5198386,0.006462795,0.0002100062,0.0001769983,0.00005916141,0.0207699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02356389,"threshold_uncertainty_score":0.06382239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197276387161221,"score_gpt":0.4042051202729561,"score_spread":0.284477481556834,"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."}}