{"id":"W4415537732","doi":"10.1007/978-3-031-93095-9_7","title":"Understanding Dietary Intakes Patterns in the Caribbean to Inform Chronic Disease Prevention and Control","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Nutrition transition; Consumption (sociology); Obesity; Chronic disease; Psychological intervention; Food security; Disease; Caloric intake; Food intake","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005277123,0.0003010822,0.0001994163,0.0008619395,0.0005948353,0.002112789,0.0002778402,0.000415893,0.007060837],"category_scores_gemma":[0.001342219,0.0001035283,0.000170104,0.001824186,0.0005273786,0.001034271,0.0004727145,0.0007482462,0.000634334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001932881,"about_ca_system_score_gemma":0.002398232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1852052,"about_ca_topic_score_gemma":0.440309,"domain_scores_codex":[0.9999063,0.00003680716,0.000004188961,0.0000100794,0.00002895387,0.00001362391],"domain_scores_gemma":[0.9997867,0.0001173275,0.00002046546,0.000005376929,0.0000529133,0.00001723089],"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":[0.00006401638,0.000108818,0.01624145,0.001238437,0.000033748,0.0004101385,0.02543968,0.0005263431,0.002448684,0.06841239,0.09051453,0.7945617],"study_design_scores_gemma":[0.00000608426,0.00003788376,0.05177065,0.002833103,0.00005341468,0.0003283631,0.03285099,0.0009785559,0.000519084,0.05310931,0.8574806,0.00003207839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06051593,0.1285161,0.0100521,0.06773393,0.001203415,0.0001066745,0.001822828,0.000110011,0.7299389],"genre_scores_gemma":[0.2943364,0.3384839,0.03350752,0.0145346,0.0007675596,0.0002230712,0.001742539,0.0001694831,0.316235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1852052,"threshold_uncertainty_score":0.3682543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0783447092745391,"score_gpt":0.3072033672266677,"score_spread":0.2288586579521286,"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."}}