{"id":"W4386725830","doi":"10.1093/heapro/daad098","title":"Creating healthy food environments in recreation and sport settings using choice architecture: a scoping review","year":2023,"lang":"en","type":"review","venue":"Health Promotion International","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Memorial University of Newfoundland","funders":"Health Canada","keywords":"RSS; Psychological intervention; Food choice; Recreation; Health promotion; Promotion (chess); Choice architecture; Psychology; Unhealthy food; Environmental health; Medicine; Applied psychology; Public health; Computer science; Social psychology; Nursing; Political science; World Wide Web; Obesity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01553338,0.001280186,0.002940578,0.01504592,0.001857519,0.006341226,0.001910464,0.002664793,0.004212944],"category_scores_gemma":[0.06268521,0.001003171,0.003725223,0.01759581,0.00185796,0.00473538,0.003348268,0.001939496,0.0007751557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007397868,"about_ca_system_score_gemma":0.03009502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0268262,"about_ca_topic_score_gemma":0.05249535,"domain_scores_codex":[0.9886052,0.004578626,0.003348702,0.0006636626,0.002474431,0.0003293204],"domain_scores_gemma":[0.9523979,0.03666706,0.00386019,0.0009376546,0.005639779,0.0004972822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008310891,0.0001057626,0.001359226,0.5661961,0.0008580544,0.0001506966,0.003952468,0.0006357907,0.0002309023,0.006492775,0.007699633,0.4122355],"study_design_scores_gemma":[0.00003473699,0.00009657902,0.003148073,0.8866201,0.002288561,0.0001818558,0.002438266,0.0002247239,0.0002124168,0.001912734,0.1027935,0.00004848131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002144215,0.9896153,0.001512998,0.001318689,0.0003269552,0.001138398,0.0003008783,0.00002383249,0.003618628],"genre_scores_gemma":[0.01116334,0.9838644,0.002770207,0.0003803881,0.00006970431,0.001148763,0.0002341041,0.0000111933,0.0003577562],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0268262,"threshold_uncertainty_score":0.08214933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323807959771345,"score_gpt":0.4488908039195091,"score_spread":0.3165100079423746,"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."}}