{"id":"W4221048274","doi":"10.1093/advances/nmac026","title":"Perspective: Soy-based Meat and Dairy Alternatives, Despite Classification as Ultra-processed Foods, Deliver High-quality Nutrition on Par with Unprocessed or Minimally Processed Animal-based Counterparts","year":2022,"lang":"en","type":"review","venue":"Advances in Nutrition","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"American Society for Nutrition; Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; Physicians' Services Incorporated Foundation; National Dried Fruit Trade Association; National Honey Board; International Life Sciences Institute; Diabetes Canada","keywords":"Food science; Palatability; Business; Biotechnology; Soy milk; Agricultural science; Health benefits; Medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004715281,0.0009010413,0.001927808,0.0007352885,0.0003240499,0.0001635036,0.0003041696,0.0003428637,0.0001302708],"category_scores_gemma":[0.0003995597,0.0007438618,0.0002160975,0.001343156,0.0003142594,0.0008356331,0.00002832141,0.0009391236,0.00000753707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009948518,"about_ca_system_score_gemma":0.001035811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007533972,"about_ca_topic_score_gemma":0.0002931344,"domain_scores_codex":[0.9952627,0.0003767333,0.00115697,0.001634496,0.001021191,0.0005479481],"domain_scores_gemma":[0.9966713,0.0009192206,0.001016529,0.0005238578,0.0006469139,0.0002222065],"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":[0.04256233,0.01687044,0.0006840917,0.5769596,0.001108743,0.0007187513,0.0009875854,0.00007114078,0.001563309,0.00201709,0.00005235768,0.3564045],"study_design_scores_gemma":[0.03017286,0.013206,0.000592239,0.1507335,0.004400135,0.0002138901,0.002166784,0.0005288969,0.002679029,0.0007056985,0.7917286,0.002872333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005814355,0.9878728,0.0004390673,0.0004124454,0.0001175446,0.004578021,0.0002667331,0.0002066482,0.0002924286],"genre_scores_gemma":[0.1572093,0.8352001,0.002261196,0.0003332288,0.0001707341,0.003100449,0.001579797,0.0001286709,0.0000165438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7916762,"threshold_uncertainty_score":0.9995012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0630894921006806,"score_gpt":0.3940114637905976,"score_spread":0.330921971689917,"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."}}