{"id":"W2087614501","doi":"10.5864/d2015-006","title":"Evidence-informed decision making in public health in action","year":2015,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Physical Activity and Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Overweight; Psychological intervention; Public health; Action (physics); Ethnically diverse; Population; Environmental health; Population health; Physical activity; Obesity; Gerontology; Health promotion; Medicine; Psychology; Nursing; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002252409,0.0001547126,0.000797817,0.0001404447,0.00006252574,0.000007539511,0.00008334165,0.00005570309,0.0001078082],"category_scores_gemma":[0.0002832025,0.0001346751,0.00006648583,0.000360698,0.00004040694,0.0004542029,0.00006174092,0.0004688833,0.0002492297],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004499115,"about_ca_system_score_gemma":0.001128527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002393662,"about_ca_topic_score_gemma":0.0006248671,"domain_scores_codex":[0.9975967,0.0002958653,0.0007932283,0.0003024622,0.0004366298,0.0005751621],"domain_scores_gemma":[0.9986428,0.0001923488,0.0002701681,0.0002785344,0.000004099869,0.0006120526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008443103,0.000761344,0.01060148,0.004782539,0.000002172451,0.000006537435,0.0004287288,0.00000143253,0.000003052588,0.00004956471,0.002026757,0.981252],"study_design_scores_gemma":[0.00278925,0.003040735,0.5985138,0.1032419,0.000009875821,0.0001287797,0.0004063824,0.0003023204,0.000004703881,0.0007031321,0.2905245,0.0003345324],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4116556,0.4135063,0.0004551954,0.1678401,0.000361931,0.005231448,0.00001380117,0.00007357635,0.0008619897],"genre_scores_gemma":[0.6308367,0.3466609,0.0006636807,0.02168235,0.00005464325,0.00004598071,0.00002037715,0.00001139943,0.0000239421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9809175,"threshold_uncertainty_score":0.9993224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3650049089587332,"score_gpt":0.4886731163889931,"score_spread":0.1236682074302599,"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."}}