{"id":"W1966098796","doi":"10.1007/s00038-010-0187-7","title":"Reflections on community-based population health intervention and evaluation for obesity and chronic disease prevention: the Healthy Alberta Communities project","year":2010,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Public health; Medicine; Intervention (counseling); Obesity; Environmental health; Disease; Community health; Population; Population health; Gerontology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02976399,0.0001565207,0.0002918572,0.0005867499,0.003011172,0.0001176027,0.0004557513,0.00007868284,0.00009529033],"category_scores_gemma":[0.002724817,0.000122922,0.00009310252,0.000269508,0.0001599357,0.0005899952,0.00009210424,0.001426176,0.000002996342],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471194,"about_ca_system_score_gemma":0.007801008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01257049,"about_ca_topic_score_gemma":0.0679722,"domain_scores_codex":[0.9881862,0.008616612,0.001609841,0.0001574662,0.0009247155,0.0005051622],"domain_scores_gemma":[0.9915586,0.003972623,0.002138897,0.0003265712,0.00151262,0.0004907115],"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":[0.001543563,0.002635972,0.2402636,0.004131194,0.0003627075,0.00000111868,0.1238274,0.0002236887,0.00005119887,0.1443536,0.03613164,0.4464743],"study_design_scores_gemma":[0.008709891,0.004114849,0.7014962,0.001125987,0.00003599155,0.00003737842,0.01832063,0.007610977,0.000001966501,0.01017793,0.2481035,0.0002646816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6420735,0.0001099075,0.00729311,0.3458641,0.00183376,0.002565076,0.0001072731,0.00002336634,0.0001300043],"genre_scores_gemma":[0.963697,0.0001490911,0.001089512,0.03380779,0.0006742932,0.0002891757,0.000204448,0.00001832801,0.00007037891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4612326,"threshold_uncertainty_score":0.9990621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7426238594815235,"score_gpt":0.7201891271668773,"score_spread":0.02243473231464621,"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."}}