{"id":"W3208880804","doi":"10.1038/s41598-021-00344-0","title":"Seasonal variability of serum 25-hydroxyvitamin D on multiple sclerosis onset","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020; Karolinska Institutet; Multiple Sclerosis Society; Horizon 2020 Framework Programme; Multiple Sclerosis Society of Canada; European Genomic Institute for Diabetes","keywords":"Vitamin D and neurology; Multiple sclerosis; Medicine; Internal medicine; Bioinformatics; Biology; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004530462,0.0001048719,0.0002258367,0.0003196848,0.0001376508,0.0002012652,0.0001161622,0.0001900274,0.001066176],"category_scores_gemma":[0.001732014,0.00009884497,0.0002467833,0.0003457903,0.000112901,0.0001358089,0.0001716588,0.0001799063,0.0001638675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061156,"about_ca_system_score_gemma":0.0001171547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003358741,"about_ca_topic_score_gemma":0.003999142,"domain_scores_codex":[0.9997944,0.00006989961,0.00001426494,0.00005622947,0.00003149613,0.00003372544],"domain_scores_gemma":[0.9987763,0.0004853957,0.0003656428,0.0001112408,0.000127438,0.0001340121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004428512,0.00001559143,0.9915922,0.00001547351,0.0000722569,0.00006761167,0.0001047012,0.00007890454,0.00224437,0.00001056492,0.00006168583,0.005293768],"study_design_scores_gemma":[0.000001402772,0.00004914427,0.9996438,0.00000177007,0.00001546339,0.00005566381,0.00002707818,0.00006436482,0.00007474235,0.000006236259,0.00005930203,9.68061e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990177,0.0004708503,0.00008791161,0.00001826165,0.000004696484,0.000001923272,0.0001359842,0.000003694132,0.0002590745],"genre_scores_gemma":[0.9996443,0.0001147959,0.00003788399,0.000007917702,0.000004927271,0.000001120955,0.00009365396,0.000001326884,0.0000941192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003358741,"threshold_uncertainty_score":0.006678402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04303224367986574,"score_gpt":0.2934240927613223,"score_spread":0.2503918490814566,"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."}}