{"id":"W4413966639","doi":"10.1155/ijcp/3788298","title":"A Meta‐Analysis on the Effect of Vitamin D Supplementation on Endothelial Function in Adults","year":2025,"lang":"en","type":"article","venue":"International Journal of Clinical Practice","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Meta-analysis; Vitamin D and neurology; Internal medicine; Vitamin; Endocrinology","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":[0.01196415,0.002770243,0.01519736,0.004014375,0.0006856325,0.003070691,0.001364579,0.002601856,0.003355663],"category_scores_gemma":[0.02735391,0.001342287,0.04842281,0.004384118,0.0005141537,0.001370547,0.001208973,0.002228428,0.0003457195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198651,"about_ca_system_score_gemma":0.00207021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00779304,"about_ca_topic_score_gemma":0.01137877,"domain_scores_codex":[0.9905381,0.005122032,0.002326169,0.0009963452,0.00072514,0.0002921326],"domain_scores_gemma":[0.988906,0.008187692,0.001332056,0.0005393244,0.0008626834,0.0001722044],"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":[0.006282684,0.00003895726,0.003766589,0.1060756,0.8753465,0.0001276479,0.00005136614,0.000481356,0.0002853284,0.0001092613,0.0004591677,0.006975675],"study_design_scores_gemma":[0.00105,0.0002565249,0.003383762,0.005039625,0.9890907,0.00006127935,0.00001939046,0.0001452707,0.00008535263,0.0001231442,0.0007305547,0.00001432285],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01455814,0.9826147,0.0007862179,0.0002957328,0.0003902981,0.0002591406,0.0005901301,0.00003803952,0.0004676664],"genre_scores_gemma":[0.4457754,0.5458719,0.003132879,0.001657407,0.0004966028,0.001013203,0.001173209,0.00004973007,0.0008297662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01519736,"threshold_uncertainty_score":0.06327319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07991565087158194,"score_gpt":0.5019834650912727,"score_spread":0.4220678142196908,"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."}}