{"id":"W4391176914","doi":"10.1002/cesm.12039","title":"Menu labeling and portion size control to improve the out‐of‐home food environment: A scoping review","year":2024,"lang":"en","type":"review","venue":"Cochrane Evidence Synthesis and Methods","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of the United Kingdom; World Health Organization","keywords":"Psychological intervention; Systematic review; Medicine; Serving size; Population; Portion size; Intervention (counseling); Clinical study design; MEDLINE; Environmental health; Family medicine; Nursing; Clinical trial; Pathology; Food science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01850212,0.001711606,0.005078242,0.01183815,0.00119827,0.004534812,0.002401267,0.003385833,0.005665934],"category_scores_gemma":[0.07616056,0.001176731,0.006823554,0.01076796,0.001378551,0.004066509,0.002340934,0.002239386,0.000697121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0043056,"about_ca_system_score_gemma":0.01987139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009429237,"about_ca_topic_score_gemma":0.01668085,"domain_scores_codex":[0.9883462,0.004995242,0.003319409,0.0007310219,0.002246042,0.0003620597],"domain_scores_gemma":[0.9559841,0.03350785,0.004973224,0.000578244,0.004607607,0.000349038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002567683,0.00008752538,0.0006499046,0.7992157,0.002495116,0.00009214816,0.0005551667,0.0002394097,0.0002347941,0.001333957,0.005195489,0.189644],"study_design_scores_gemma":[0.00009903466,0.0001336335,0.001533009,0.9586073,0.009700661,0.0001526531,0.0003386633,0.0001151624,0.0001998705,0.0005530069,0.02854277,0.00002412853],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006038352,0.9970636,0.000319936,0.0005206757,0.0002556753,0.0003807516,0.00009725408,0.000009841563,0.000748501],"genre_scores_gemma":[0.00483202,0.9925877,0.001027823,0.0005411022,0.0001386898,0.0006221532,0.0001040221,0.000006041222,0.0001404785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01850212,"threshold_uncertainty_score":0.09784973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08454948229003371,"score_gpt":0.4435607214114026,"score_spread":0.3590112391213689,"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."}}