{"id":"W7117265864","doi":"10.1016/j.cdnut.2025.107627","title":"Eliminate the In Vivo Digestibility Requirement for Protein Content Claims in North America to Align Consumer Purchasing Behavior with Dietary Guidelines","year":2025,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Memorial University of Newfoundland","funders":"Physicians Committee for Responsible Medicine","keywords":"Novel food; Purchasing; Protein digestibility; Protein quality; Quality (philosophy); Animal welfare; Dietary protein; Plant protein; Pet food","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02939316,0.0005639841,0.0006296692,0.0006973895,0.006609573,0.004348371,0.002727554,0.01027721,0.01122679],"category_scores_gemma":[0.02110307,0.0005989099,0.0009209811,0.0007171814,0.002532914,0.002659106,0.004462947,0.01045173,0.002094647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007596604,"about_ca_system_score_gemma":0.02595442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07083514,"about_ca_topic_score_gemma":0.176454,"domain_scores_codex":[0.9910609,0.003099347,0.000646013,0.001081617,0.002801065,0.001311039],"domain_scores_gemma":[0.9807817,0.007423597,0.001392974,0.0007342005,0.007558667,0.002108886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004089589,0.001179052,0.01073467,0.0006068469,0.00004775479,0.0005396042,0.01741459,0.00037977,0.01089358,0.0215911,0.7850732,0.1511309],"study_design_scores_gemma":[0.0001301667,0.0003002628,0.02003028,0.0005957895,0.00003281527,0.00009794121,0.007136681,0.0004641443,0.002092808,0.003779776,0.9652289,0.0001104711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05826113,0.003669131,0.01340111,0.7991766,0.01471973,0.002423603,0.0008770421,0.0004850032,0.1069867],"genre_scores_gemma":[0.1754545,0.003214851,0.05691419,0.6721414,0.003622719,0.004327012,0.001076376,0.0003282033,0.08292077],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07083514,"threshold_uncertainty_score":0.1554478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252848016698201,"score_gpt":0.37321446052444,"score_spread":0.2479296588546199,"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."}}