{"id":"W4389429270","doi":"10.1186/s12966-023-01533-y","title":"Prioritizing a research agenda on built environments and physical activity: a twin panel Delphi consensus process with researchers and knowledge users","year":2023,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa; Dalhousie University; Research Institute for Aging; Infrastructure Canada; Carleton University; University of Waterloo; Western University; University of Victoria; University of Lethbridge; University of New Brunswick; University of Saskatchewan; University of Calgary; Canadian Public Health Association; Simon Fraser University; Alberta Health Services; University of Toronto; Parachute; University of British Columbia; Institut National de Santé Publique du Québec; Ottawa Public Health; BC Centre for Disease Control; Public Health Agency of Canada; Children's Hospital of Eastern Ontario; Statistics Canada","funders":"National Institute of Environmental Health Sciences; Fundação para a Ciência e a Tecnologia; Canadian Institutes of Health Research; Health Canada; Research Institute for Aging, University of Waterloo; Social Sciences and Humanities Research Council of Canada; RMIT University; Children's Hospital Foundation; Government of Canada; Public Health Agency; Lawson Foundation; Children's Health Research Institute; University of Lethbridge; Women and Children's Health Research Institute; Public Health Agency of Canada; Stollery Children’s Hospital Foundation; Michael Smith Health Research BC; World Health Organization","keywords":"Behavioural sciences; Delphi method; Process (computing); Delphi; Knowledge management; Process management; Management science; Psychology; Medicine; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":["metaresearch"],"category_scores_codex":[0.2861899,0.001974245,0.002256139,0.007352666,0.01396809,0.01033828,0.005289218,0.007072255,0.005993167],"category_scores_gemma":[0.2066859,0.002685011,0.00264548,0.005015455,0.0117313,0.01314445,0.03362893,0.01047152,0.001324123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01666296,"about_ca_system_score_gemma":0.06144226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00858213,"about_ca_topic_score_gemma":0.006677965,"domain_scores_codex":[0.7026926,0.2500927,0.01454874,0.007167938,0.0122307,0.0132674],"domain_scores_gemma":[0.7694425,0.1472044,0.005382635,0.008749168,0.05596678,0.01325454],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003360468,0.000223133,0.003154057,0.001819031,0.0001036597,0.001559988,0.8912024,0.001586425,0.003372966,0.01883206,0.01079067,0.06701969],"study_design_scores_gemma":[0.0001719108,0.0003709449,0.002811771,0.004077313,0.00009075786,0.0006247909,0.8645406,0.007164865,0.001613071,0.04650101,0.07175507,0.0002778724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3883573,0.004654155,0.3969491,0.09149811,0.003881929,0.07507166,0.0008549608,0.0005044466,0.03822823],"genre_scores_gemma":[0.6200954,0.003164699,0.3025908,0.01048223,0.0003345356,0.05689951,0.0005907524,0.0002106773,0.005631418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7138101,"threshold_uncertainty_score":0.880255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3042557096678234,"score_gpt":0.4967674745092296,"score_spread":0.1925117648414062,"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."}}