{"id":"W4414648641","doi":"10.33920/med-08-2509-04","title":"Effects of outdoor air pollution on vitamin D status and public health","year":2025,"lang":"en","type":"article","venue":"Sanitarnyj vrač (Sanitary Doctor)","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitamin D and neurology; vitamin D deficiency; Vitamin; Air pollution; Public health; Pollutant; Pollution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005508903,0.0001846871,0.0002722148,0.0008904935,0.0003575365,0.0008364039,0.0001778742,0.0004161209,0.002460027],"category_scores_gemma":[0.001398879,0.0001338719,0.0004923971,0.001281795,0.0003176366,0.0002421687,0.0004032161,0.0002703237,0.0002789175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003438442,"about_ca_system_score_gemma":0.0005012326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01516106,"about_ca_topic_score_gemma":0.01302471,"domain_scores_codex":[0.9994649,0.0002015089,0.00004765027,0.00009641715,0.00009726663,0.00009230297],"domain_scores_gemma":[0.9989787,0.0003578551,0.000291763,0.000087496,0.0001640162,0.0001201448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002947269,0.00008834642,0.9916002,0.0000678569,0.0002149868,0.00008341505,0.00009885879,0.00009820815,0.0008989884,0.00007030732,0.00008588182,0.006398277],"study_design_scores_gemma":[0.000002220426,0.0001028324,0.9990559,0.000009951603,0.000044681,0.00006961389,0.0000971942,0.00006022161,0.0001252082,0.00004528402,0.0003849884,0.000001916231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987362,0.006483322,0.0002071861,0.0001504072,0.00001893449,0.00002078112,0.001186528,0.00001104203,0.004559836],"genre_scores_gemma":[0.9981329,0.0009583276,0.0001046198,0.00002606565,0.00001604563,0.000006878398,0.0002868226,0.000002046885,0.0004663372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01516106,"threshold_uncertainty_score":0.03014565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964202611106124,"score_gpt":0.2937672573243654,"score_spread":0.2741252312133041,"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."}}