{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2805047,0.003033936,0.008766109,0.008589521,0.003674279,0.02369972,0.009772731,0.02388819,0.01874115],"category_scores_gemma":[0.4124249,0.002410019,0.005697741,0.005439587,0.01765752,0.01762816,0.01738733,0.02522266,0.003986155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01458304,"about_ca_system_score_gemma":0.06191853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004860537,"about_ca_topic_score_gemma":0.006344489,"domain_scores_codex":[0.6899326,0.2652306,0.01901678,0.004836087,0.01732012,0.003663912],"domain_scores_gemma":[0.4192721,0.5240057,0.01368464,0.01155235,0.02080169,0.01068356],"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":[0.0005513786,0.0005701914,0.001085385,0.06427091,0.004173949,0.0007223632,0.005287037,0.00522445,0.0001527489,0.2207719,0.229982,0.4672077],"study_design_scores_gemma":[0.0008200642,0.0003406007,0.0008133983,0.2209654,0.001164916,0.0002952211,0.00395553,0.001533259,0.0002910041,0.4591739,0.3104299,0.0002168341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001027209,0.3184637,0.02913683,0.6051741,0.01539456,0.00143016,0.0003075148,0.0001922577,0.0288737],"genre_scores_gemma":[0.1373307,0.4568384,0.1984137,0.1781335,0.01574007,0.007163106,0.0008456126,0.0002505877,0.005284389],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2805047,"threshold_uncertainty_score":0.8872658,"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."}}