{"id":"W2398320055","doi":"10.2174/187152710793361577","title":"Commentary","year":2010,"lang":"en","type":"article","venue":"CNS & Neurological Disorders - Drug Targets","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitamin D and neurology; Sunlight; Multiple sclerosis; Major histocompatibility complex; Allele; Pregnancy; Lower risk; vitamin D deficiency; Environmental health; Biology; Demography; Medicine; Genetics; Immunology; Gene; Internal medicine; Endocrinology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002531604,0.0002684501,0.0003248211,0.00006366731,0.000314838,0.00001663999,0.000459807,0.0002578837,0.002461988],"category_scores_gemma":[0.0001681201,0.0002041253,0.000164984,0.0001243792,0.000483372,0.0001044667,0.0001912975,0.0008907287,0.001365562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004270022,"about_ca_system_score_gemma":0.00001311354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005915956,"about_ca_topic_score_gemma":0.000103573,"domain_scores_codex":[0.9980677,0.0003759462,0.0002960427,0.0006773373,0.000047455,0.0005355033],"domain_scores_gemma":[0.9990564,0.00017689,0.00009829141,0.0005822227,0.0000363365,0.00004988205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002498215,0.001252243,0.2980624,0.00003535191,0.0001868523,0.00004473951,0.0008780391,0.000008127697,0.2731551,0.003473186,0.3934581,0.02919608],"study_design_scores_gemma":[0.001261324,0.0003358066,0.2409831,0.000006932759,0.00003452542,0.00006174467,0.00006864129,0.000002639719,0.008110203,0.006578942,0.7421181,0.0004380477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441161,0.0074236,0.00008134876,0.02727778,0.005734638,0.0006668371,0.00004483058,0.0003614762,0.01429344],"genre_scores_gemma":[0.9931954,0.0000853876,0.00006216313,0.005064808,0.0001069772,0.00006095455,0.0001103096,0.00002182267,0.001292155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.34866,"threshold_uncertainty_score":0.999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006668994013270093,"score_gpt":0.2199178503444094,"score_spread":0.2132488563311394,"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."}}