{"id":"W7053009063","doi":"","title":"A Systematic Review and Meta-Analysis of The Effect of Low Vitamin D on Cognition","year":2017,"lang":"en","type":"article","venue":"Research Bank (Australian Catholic University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Vitamin D and neurology; Cognition; Observational study; Disease; Cognitive decline; Randomized controlled trial; Psychological intervention; Systematic review","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":[],"consensus_categories":[],"category_scores_codex":[0.0006935757,0.00008698808,0.0006259395,0.0002978074,0.0001586019,0.00002260356,0.000411345,0.00004362112,0.00004609822],"category_scores_gemma":[0.0001325838,0.00005830543,0.0003027404,0.0006523491,0.0001901431,0.00008062297,0.00005851385,0.0001518111,0.000008488391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000342827,"about_ca_system_score_gemma":0.00001103286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006248947,"about_ca_topic_score_gemma":0.00001997017,"domain_scores_codex":[0.9990526,0.0003013451,0.0001397825,0.0001228783,0.0002446052,0.0001387633],"domain_scores_gemma":[0.9988457,0.0002155603,0.00008292183,0.0007090931,0.00009007236,0.00005667668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006635176,0.000240651,0.0004231671,0.7603275,0.1906864,0.00007304502,0.001709994,0.001324424,0.0329924,0.007608267,0.004424592,0.0001231486],"study_design_scores_gemma":[0.001061687,0.0003793708,0.006279972,0.007924867,0.8655146,0.000007699492,0.0001514436,0.001041389,0.1159225,0.00004479742,0.001158054,0.0005136273],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595215,0.003079898,0.0001451104,0.004090055,0.00004536323,0.009049707,0.001328156,0.0001328287,0.02260737],"genre_scores_gemma":[0.9949136,0.0003369415,0.00001012631,0.000005018382,0.000002423401,0.00001171256,0.000005017586,0.000006033268,0.004709078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7524027,"threshold_uncertainty_score":0.2377626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07072709885303707,"score_gpt":0.3172484842654623,"score_spread":0.2465213854124252,"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."}}