{"id":"W2327719811","doi":"10.12927/whp..17538","title":"Epidemiology for Sound Public Health Policy","year":2013,"lang":"en","type":"article","venue":"World health & population","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Health policy; Healthcare policy; Health care; Nursing research; Political science; Sound (geography); Administration (probate law); Public policy; International health; Nursing; Epidemiology; Unit (ring theory); Health services research; Public relations; Medicine; Public administration; 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":[0.1045612,0.001791789,0.003440782,0.007695356,0.005562126,0.01569682,0.003480463,0.01526611,0.03595308],"category_scores_gemma":[0.1929669,0.001232123,0.0020798,0.003841516,0.01928251,0.02290065,0.01277877,0.02585324,0.008879535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009280229,"about_ca_system_score_gemma":0.03779984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005542127,"about_ca_topic_score_gemma":0.003836483,"domain_scores_codex":[0.9434233,0.03877185,0.003013496,0.004460061,0.008041409,0.002289776],"domain_scores_gemma":[0.8210068,0.1200628,0.007869136,0.02007485,0.02239491,0.008591477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000465326,0.0002047597,0.002198935,0.001309209,0.0001216965,0.0001241004,0.0009530216,0.0005164732,0.0001116647,0.5248733,0.353543,0.1159973],"study_design_scores_gemma":[0.0000450369,0.00005074618,0.0008044672,0.004107218,0.00005396919,0.0001303462,0.00137341,0.0002852769,0.0001006824,0.6182562,0.3747467,0.00004601474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004068392,0.04007158,0.02299427,0.8846209,0.01880635,0.0002297071,0.0006321632,0.0002061085,0.03203207],"genre_scores_gemma":[0.1312994,0.1258043,0.1530249,0.4789726,0.07463454,0.003706501,0.002190735,0.0005916831,0.02977528],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1045612,"threshold_uncertainty_score":0.552979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364995020666555,"score_gpt":0.4336144546708255,"score_spread":0.2971149526041701,"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."}}