{"id":"W6925140144","doi":"10.17863/cam.115060","title":"Perceived healthiness of sugary drinks and related social norms among adults in five countries: evidence from the International Food Policy Study","year":2025,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council Canada; Canadian Institutes of Health Research; National Institute for Health and Care Research; University of Waterloo; Medical Research Council; Public Health Agency; National Institutes of Health; Public Health Agency of Canada; Université Laval","keywords":"Odds; Consumption (sociology); Public health; Logistic regression; Social influence; Odds ratio; Unhealthy food; Psychological intervention; Food choice","routes":{"ca_aff":false,"ca_fund":true,"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":[0.003991616,0.0003193296,0.0003170623,0.001559125,0.0005337457,0.000900182,0.0004588388,0.0003388555,0.001132566],"category_scores_gemma":[0.00730682,0.0002542885,0.0008152739,0.002614442,0.0007469449,0.0007771556,0.001076304,0.0007271843,0.0001012395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007921812,"about_ca_system_score_gemma":0.0007409338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05592387,"about_ca_topic_score_gemma":0.03990074,"domain_scores_codex":[0.9986663,0.0005620728,0.0001493944,0.0002016878,0.0002478764,0.0001726696],"domain_scores_gemma":[0.9917248,0.002028062,0.004153904,0.0003928462,0.001061125,0.0006391302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006810144,0.00004997641,0.9947817,0.00008741779,0.000135664,0.00001517685,0.0007784095,0.00002856377,0.00001131148,0.00007449162,0.0003588478,0.003610351],"study_design_scores_gemma":[0.000003676441,0.00002612324,0.998796,0.00005398643,0.00004154687,0.000008673762,0.0007028589,0.00003076767,0.00001067418,0.00001843589,0.0003045515,0.000002782225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919727,0.002537003,0.0001493921,0.000543743,0.00003584685,0.00003872103,0.002042261,0.000004433328,0.002675931],"genre_scores_gemma":[0.9968754,0.001456848,0.0001280908,0.00009973497,0.00002189946,0.00004332337,0.001281655,0.000002180459,0.00009094016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05592387,"threshold_uncertainty_score":0.1111968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008099057233768376,"score_gpt":0.2447019433115432,"score_spread":0.2366028860777748,"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."}}