{"id":"W4413517630","doi":"10.64628/aam.5p3s67nw7","title":"Adding variety to your diet lowers disease risk. But what does variety mean?","year":2019,"lang":"en","type":"article","venue":"","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Variety (cybernetics); Disease; Medicine; Business; Internal medicine; Computer science; Artificial intelligence","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":[0.005702232,0.0005516005,0.001896814,0.001168738,0.001112505,0.004631285,0.0008233401,0.002687732,0.01419148],"category_scores_gemma":[0.02588618,0.0003356047,0.001583562,0.001939243,0.002681225,0.003946269,0.001229958,0.003458621,0.00209379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009404562,"about_ca_system_score_gemma":0.001070024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002803061,"about_ca_topic_score_gemma":0.004395063,"domain_scores_codex":[0.9964793,0.001897993,0.0003291172,0.0003993199,0.0006882536,0.0002058828],"domain_scores_gemma":[0.9862121,0.008455903,0.00209248,0.000750415,0.001594768,0.0008943373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01310149,0.001778943,0.107749,0.01705223,0.00739057,0.0005170739,0.002494434,0.0002848639,0.005149755,0.02643918,0.1386475,0.6793948],"study_design_scores_gemma":[0.002450625,0.006424714,0.2742573,0.04103475,0.0145235,0.002493691,0.007224082,0.0004893996,0.005379262,0.1536466,0.4916224,0.0004535975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.05367414,0.5433246,0.001784871,0.3632252,0.01268005,0.00006307822,0.001262169,0.00011634,0.02386963],"genre_scores_gemma":[0.3985117,0.4521078,0.008577338,0.1113224,0.02021743,0.0001667709,0.0007851115,0.0001887719,0.008122673],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01419148,"threshold_uncertainty_score":0.04747522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270598354856469,"score_gpt":0.262498216644674,"score_spread":0.2497922330961093,"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."}}