{"id":"W4403293231","doi":"10.1016/j.jacl.2024.09.010","title":"The role of nutrition-related clinical trials in informing dietary recommendations for health and treatment of diseases","year":2024,"lang":"en","type":"review","venue":"Journal of clinical lipidology","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Clinical trial; Intensive care medicine; Environmental health; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007913122,0.0001937133,0.006645287,0.0001882293,0.00005811016,0.000005955692,0.00009355911,0.0003377684,0.00001032719],"category_scores_gemma":[0.01455823,0.00009734106,0.002746206,0.0001578069,0.0002987988,0.00003095316,0.00004518994,0.0004882639,0.000001099423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006207405,"about_ca_system_score_gemma":0.000986286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008238813,"about_ca_topic_score_gemma":0.00001298915,"domain_scores_codex":[0.98791,0.001629933,0.009960997,0.0001760274,0.0001468899,0.0001761502],"domain_scores_gemma":[0.9543385,0.04068576,0.004376126,0.0001463001,0.000223143,0.0002302001],"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":[0.00129926,0.002128623,0.0009545636,0.00459259,0.001753031,0.000002904603,0.00002089048,3.918806e-8,1.837774e-8,0.0005496865,0.01956995,0.9691284],"study_design_scores_gemma":[0.004005703,0.009728107,0.0003737535,0.01278733,0.003006381,0.00007203839,0.0001855068,0.000004431783,2.857944e-8,0.004190109,0.9655858,0.00006082538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000107278,0.9855103,0.000002111473,0.01056022,0.002359608,0.001095788,0.0003305625,0.000002973823,0.00003112733],"genre_scores_gemma":[0.00004924756,0.9957307,0.0007563996,0.0001565198,0.003079685,0.00006079615,0.0001112914,0.00001510021,0.00004027761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9690676,"threshold_uncertainty_score":0.9937426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4416627691802851,"score_gpt":0.608386602339193,"score_spread":0.1667238331589079,"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."}}