{"id":"W3035877949","doi":"10.1007/s00394-020-02298-x","title":"Individual participant data (IPD)-level meta-analysis of randomised controlled trials with vitamin D-fortified foods to estimate Dietary Reference Values for vitamin D","year":2020,"lang":"en","type":"review","venue":"European Journal of Nutrition","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Mount Sinai Hospital; University of Toronto","funders":"Nordisk Ministerråd; Rural Development Administration; European Food Safety Authority","keywords":"Vitamin; Medicine; Vitamin D and neurology; Meta-analysis; Fortified Food; Environmental health; Food science; Internal medicine; Biology","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","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02447634,0.0007466619,0.02201168,0.00150699,0.0001306659,0.0001063083,0.001106959,0.0001053388,0.00005965716],"category_scores_gemma":[0.02234884,0.0003934315,0.005476044,0.001239541,0.000175417,0.0002247539,0.0003813294,0.0007107919,0.000008121797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007048214,"about_ca_system_score_gemma":0.000456925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002096269,"about_ca_topic_score_gemma":0.000005280529,"domain_scores_codex":[0.9846043,0.006883014,0.005661895,0.0007122364,0.001621912,0.0005166341],"domain_scores_gemma":[0.985109,0.006742637,0.00528459,0.001038664,0.001280624,0.00054444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02268504,0.001259875,0.000001461168,0.01619108,0.8226293,0.0007601371,0.0003430994,0.00002316236,0.0001264912,0.000006314367,0.00852422,0.1274499],"study_design_scores_gemma":[0.0550951,0.004756276,0.000124623,0.00640901,0.8732404,0.00008882788,0.0001647869,0.00008669135,0.0000272894,0.000007786333,0.05965402,0.0003451685],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009019226,0.9825093,0.004622241,0.001029202,0.0001042243,0.007059537,0.004488098,0.00002291439,0.00007435451],"genre_scores_gemma":[0.00365369,0.9652279,0.02751357,0.00009109176,0.0007061642,0.0004627489,0.00207023,0.0001391666,0.0001354464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1271047,"threshold_uncertainty_score":0.9998518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6922221324228528,"score_gpt":0.502323452374249,"score_spread":0.1898986800486038,"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."}}