{"id":"W4401125421","doi":"10.1002/hsr2.2276","title":"Does vitamin D supplementation impact serotonin levels? A systematic review and meta‐analysis","year":2024,"lang":"en","type":"review","venue":"Health Science Reports","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Meta-analysis; Randomized controlled trial; Medicine; Strictly standardized mean difference; Vitamin D and neurology; Depression (economics); Confidence interval; Subgroup analysis; Internal medicine; Serotonin","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":[0.01265376,0.002124059,0.01653186,0.004566168,0.0006856057,0.003090986,0.001897164,0.002278555,0.004875133],"category_scores_gemma":[0.0339984,0.001302583,0.02217004,0.005560433,0.0008349506,0.001480475,0.001301309,0.001611063,0.0003530577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300139,"about_ca_system_score_gemma":0.004757974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008388581,"about_ca_topic_score_gemma":0.01855516,"domain_scores_codex":[0.9916723,0.004377451,0.002237789,0.0006255146,0.0008202726,0.0002665276],"domain_scores_gemma":[0.9823324,0.01366951,0.002178347,0.0004355171,0.001200203,0.000184037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001579664,0.00002898942,0.00254021,0.6686298,0.310672,0.0001062551,0.00007740973,0.0002804758,0.000170152,0.0001618123,0.0007436888,0.01500955],"study_design_scores_gemma":[0.0009322628,0.0002916817,0.003396781,0.0742563,0.9178498,0.0001062491,0.0000567376,0.0001743055,0.0001409323,0.0002456363,0.002527299,0.00002198931],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002424106,0.9962355,0.0002727971,0.0002045402,0.0001304192,0.0002818321,0.0002422599,0.00001267717,0.0001959143],"genre_scores_gemma":[0.1007828,0.8945687,0.001524324,0.0008961833,0.0002327646,0.001260306,0.0004426618,0.00001439318,0.0002778449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01653186,"threshold_uncertainty_score":0.06692022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1591404327910831,"score_gpt":0.5305644526445814,"score_spread":0.3714240198534983,"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."}}