{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006442642,0.00026913,0.0004086432,0.0001830486,0.0003557991,0.00002244545,0.0002146516,0.0001328079,0.0002643554],"category_scores_gemma":[0.0003702278,0.0002587288,0.00006960694,0.0005536627,0.0003436055,0.0003713875,0.000187257,0.0003119075,0.0001768925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005857066,"about_ca_system_score_gemma":0.0001997016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004378638,"about_ca_topic_score_gemma":0.0008993357,"domain_scores_codex":[0.9973157,0.0003961547,0.0005108756,0.0004650828,0.0004209068,0.0008912801],"domain_scores_gemma":[0.9986057,0.0003123189,0.000190228,0.0003552531,0.00001799801,0.0005184956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009525639,0.004479389,0.2904949,0.005737494,0.0003441969,0.00006521375,0.01781194,0.0006079192,0.004843486,0.0517952,0.2124587,0.4104089],"study_design_scores_gemma":[0.001142427,0.001006956,0.9207765,0.0001734185,0.00002153931,0.000002414268,0.0005680078,0.00008207044,0.0007171324,0.001987374,0.07325988,0.0002622912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772288,0.001237042,0.0003644703,0.01511846,0.0004635628,0.0008248635,0.00005774508,0.0001057812,0.004599297],"genre_scores_gemma":[0.9804949,0.000367373,0.0006804467,0.01785757,0.00005399908,0.0000219664,0.00002461021,0.00001927991,0.0004798126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6302816,"threshold_uncertainty_score":0.9999865,"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."}}