{"id":"W4386715764","doi":"10.1016/j.advnut.2023.07.003","title":"Conflicts of Interest for Dietary Guidelines Advisory Committee Members: Neither a New Nor Unexplored Issue","year":2023,"lang":"en","type":"review","venue":"Advances in Nutrition","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Health Research Board","keywords":"Advisory committee; MEDLINE; Medicine; Political science; Psychology; Public administration; Law","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0187618,0.0006014503,0.002101737,0.001767821,0.0009765686,0.003062844,0.00162895,0.005901127,0.02089692],"category_scores_gemma":[0.04623736,0.0003763014,0.001233688,0.002707831,0.00141573,0.002715858,0.001732052,0.007007049,0.005242866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287832,"about_ca_system_score_gemma":0.01138895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598807,"about_ca_topic_score_gemma":0.004550097,"domain_scores_codex":[0.9901259,0.004320621,0.001625941,0.0005041819,0.002877591,0.0005457933],"domain_scores_gemma":[0.9591559,0.01645378,0.006019027,0.0007632142,0.01548277,0.002125271],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001148254,0.00003546482,0.0003918597,0.01292022,0.000187501,0.0001406104,0.0001581213,0.00002123355,0.0002989644,0.004994771,0.6698409,0.3108957],"study_design_scores_gemma":[0.0001455306,0.00002702722,0.0006376505,0.01753603,0.0001890769,0.0001761936,0.0001507427,0.00001872578,0.00007616056,0.001716434,0.9793146,0.00001176233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003933003,0.6438455,0.001130162,0.2599958,0.07201667,0.000411318,0.0009783929,0.00006061943,0.02116825],"genre_scores_gemma":[0.00831779,0.738962,0.004138164,0.1674301,0.05671983,0.001009272,0.001392679,0.00006950781,0.02196068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9940989,"threshold_uncertainty_score":0.09922308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5446313123699471,"score_gpt":0.5668271411690686,"score_spread":0.02219582879912152,"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."}}