{"id":"W4408659992","doi":"10.1097/nt.0000000000000744","title":"Best Practices for Communicating Nutrition and Brain Health Science","year":2025,"lang":"en","type":"article","venue":"Nutrition Today","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Institute for the Advancement of Food and Nutrition Sciences; Alzheimer's Association","keywords":"Misinformation; Conceptualization; Mood; Cognition; Psychology; Best practice; Perception; Function (biology); Public relations; Medicine; Applied psychology; Social psychology; Psychiatry; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006044801,0.00008706908,0.0002106506,0.0001558953,0.0007750263,0.00005522924,0.00008201022,0.00004391292,0.000008386523],"category_scores_gemma":[0.0005779236,0.00008542005,0.00004529633,0.0003720824,0.0002434436,0.0001832597,0.00006604117,0.0001196055,0.000003074082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200734,"about_ca_system_score_gemma":0.0001254483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001528892,"about_ca_topic_score_gemma":0.00003828221,"domain_scores_codex":[0.9991055,0.00002408645,0.0002328909,0.0002410952,0.0001768821,0.0002195299],"domain_scores_gemma":[0.9988942,0.0003581294,0.0001752978,0.0001859731,0.0002931347,0.00009323059],"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":[0.001863975,0.01567989,0.01789962,0.01856085,0.0001863143,0.000008159154,0.000484799,5.375049e-7,0.03173763,0.1884549,0.5978166,0.1273068],"study_design_scores_gemma":[0.008151739,0.0009460693,0.01166396,0.003467975,0.00005243733,0.00004040189,0.00242513,0.0002128564,0.002252024,0.01038072,0.9602514,0.0001552984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.094631,0.05137611,0.001275928,0.8277637,0.0003770103,0.00496991,0.0001683104,0.0001894357,0.0192486],"genre_scores_gemma":[0.9286679,0.01275152,0.04151279,0.01425293,0.0003764472,0.0009667847,0.0002045835,0.00001637917,0.001250677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8340369,"threshold_uncertainty_score":0.5960954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08384124087266409,"score_gpt":0.4267056735548751,"score_spread":0.342864432682211,"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."}}