{"id":"W4386407939","doi":"10.1098/rstb.2022.0449","title":"Diet composition and energy intake in humans","year":2023,"lang":"en","type":"review","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Diet and metabolism studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Composition (language); Food science; Chemistry; Animal science; Biology; Art","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":[0.000388531,0.0005007627,0.0009782829,0.001174125,0.0001720624,0.0007995916,0.0004144967,0.0007340253,0.002619796],"category_scores_gemma":[0.0005887642,0.0001674763,0.0002810088,0.001953912,0.0005464231,0.0007508419,0.000522296,0.0007246587,0.001246235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004727749,"about_ca_system_score_gemma":0.0005618345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290549,"about_ca_topic_score_gemma":0.002175376,"domain_scores_codex":[0.9998631,0.00003155776,0.00002266829,0.00003557527,0.00003886457,0.000008144591],"domain_scores_gemma":[0.9999019,0.00003869037,0.00002286358,0.000004890141,0.00002398862,0.000007718374],"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":[0.0001422098,0.00005581867,0.001113621,0.01370228,0.0002135549,0.00009901927,0.0001167361,0.0001611178,0.0007330834,0.003217541,0.01332636,0.9671186],"study_design_scores_gemma":[0.00003253546,0.000208351,0.02097191,0.01018434,0.0003931116,0.002009764,0.0002174099,0.00009206031,0.00050774,0.00705046,0.9582844,0.00004790733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003612802,0.9982058,0.00009372016,0.0002314823,0.00009101377,0.000003138333,0.00003610661,0.000005730055,0.0009718282],"genre_scores_gemma":[0.002485856,0.9965071,0.0001493552,0.0001758522,0.00009692183,0.000008320916,0.00004926081,0.000001417795,0.0005259035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002619796,"threshold_uncertainty_score":0.008764088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151845274518262,"score_gpt":0.3574434642470986,"score_spread":0.2055981897288366,"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."}}