{"id":"W4391948117","doi":"10.1111/nbu.12660","title":"Navigating the complexity of applying nutrition evidence to individualised care: Summary of an Academy of Nutrition Sciences Position Paper","year":2024,"lang":"en","type":"editorial","venue":"Nutrition Bulletin","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Position (finance); Medical education; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002064787,0.0004404633,0.001171976,0.0004697736,0.000372907,0.00007117667,0.0005013866,0.0009103394,0.0002219474],"category_scores_gemma":[0.0006796478,0.0004005293,0.0003568744,0.001169988,0.00110762,0.000236392,0.0001476221,0.002056328,0.00002170835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260073,"about_ca_system_score_gemma":0.0003115966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000276761,"about_ca_topic_score_gemma":0.00001155872,"domain_scores_codex":[0.9940636,0.0005690186,0.001803329,0.0008302136,0.002262199,0.0004716328],"domain_scores_gemma":[0.9960694,0.001218359,0.001008161,0.0003755415,0.001088414,0.0002400726],"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":[0.001175035,0.002285509,0.0000228975,0.0658948,0.00007148671,0.00001059136,0.001277928,0.000004754862,0.02942768,0.001187635,0.8962013,0.002440416],"study_design_scores_gemma":[0.005064431,0.002438012,0.0001483607,0.1725363,0.0005929173,0.00004151462,0.004060206,0.00005224358,0.04146289,0.004993747,0.768046,0.0005633541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.09320053,0.1523074,0.0005145189,0.3397198,0.3484762,0.04550991,0.01719222,0.001142649,0.00193668],"genre_scores_gemma":[0.3364523,0.02564364,0.06287921,0.004422692,0.5532795,0.006710756,0.01017885,0.0003406515,0.00009239591],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3352971,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09076080500531095,"score_gpt":0.4085737689091832,"score_spread":0.3178129639038723,"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."}}