{"id":"W2977599253","doi":"10.3390/nu11102384","title":"Vitamin D as a Biomarker of Ill Health among the Over-50s: A Systematic Review of Cohort Studies","year":2019,"lang":"en","type":"review","venue":"Nutrients","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomarker; Vitamin D and neurology; Medicine; Cohort; Cohort study; Systematic review; Vitamin; Environmental health; MEDLINE; Intensive care medicine; Internal medicine; Chemistry; Biochemistry","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":[0.003639612,0.0005777057,0.009648766,0.000341324,0.0000904486,0.000007494775,0.0005483208,0.0001754183,0.00003705087],"category_scores_gemma":[0.007824409,0.0002804275,0.001143114,0.001118657,0.0005685027,0.00005054093,0.000518505,0.0004592872,0.0000885013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823503,"about_ca_system_score_gemma":0.0006981653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006227092,"about_ca_topic_score_gemma":0.000002863459,"domain_scores_codex":[0.9934682,0.001174345,0.002552218,0.0005353646,0.001757958,0.0005119355],"domain_scores_gemma":[0.9932751,0.001337514,0.002497421,0.001669292,0.001066166,0.0001545224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007091624,0.0002197087,0.0004074997,0.9696199,0.007647128,0.00001465853,0.0001892686,1.555221e-9,8.423861e-8,0.0000142278,0.01493674,0.006943743],"study_design_scores_gemma":[0.0005277985,0.0003977245,0.0005161867,0.9264039,0.009462918,0.00004405437,0.0002765403,5.380136e-7,5.943021e-7,0.000004297199,0.06219371,0.0001717711],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001068386,0.9817098,8.273039e-7,0.0001878555,0.0002593417,0.01705198,0.0001239984,0.00002105511,0.0005382609],"genre_scores_gemma":[0.00009756469,0.9962113,0.00001666018,0.0002587628,0.00004180005,0.001272191,0.00006032949,0.00006608497,0.001975296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04725697,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09631865087871491,"score_gpt":0.4496134577887634,"score_spread":0.3532948069100484,"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."}}