{"id":"W6887993867","doi":"10.18131/g3-t5c6-qj03","title":"Vitamin D, age, sex and skin pigmentation: An analysisof how recommendations and standards regarding vitamin D need more comprehensive research for policy","year":2020,"lang":"en","type":"article","venue":"Galter Health Sciences Library, Northwestern University","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitamin D and neurology; Vitamin; vitamin D deficiency; Disease; MEDLINE","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009677929,0.0001964185,0.0004631889,0.0007403116,0.001644069,0.000260946,0.0002792775,0.00005913579,0.000013607],"category_scores_gemma":[0.0001234107,0.0001822214,0.00005876365,0.001619224,0.001247549,0.001616379,0.0005129481,0.0002955336,8.326484e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650694,"about_ca_system_score_gemma":0.00112251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006813303,"about_ca_topic_score_gemma":0.0005495832,"domain_scores_codex":[0.9969297,0.000455846,0.0002280239,0.0007536814,0.0009753908,0.0006573636],"domain_scores_gemma":[0.9980792,0.0003811178,0.0001291154,0.0002333864,0.000333477,0.0008436831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008938907,0.0003109566,0.8233302,0.002499327,0.0003728604,0.0002344248,0.05804383,0.00004467913,0.0005401161,0.001295067,0.04658546,0.0658492],"study_design_scores_gemma":[0.007405363,0.00646496,0.7071221,0.0004374835,0.0001062862,0.00005250244,0.1787585,0.005095492,0.0003604967,0.0001615287,0.09343933,0.0005959549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7941136,0.0002100246,0.0008944305,0.2028148,0.00003613317,0.00109334,0.0004816271,0.00008055638,0.0002754218],"genre_scores_gemma":[0.987833,0.001665216,0.006471968,0.002759344,0.0002309175,0.000007702194,0.0001957921,0.00001924187,0.0008168826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2000555,"threshold_uncertainty_score":0.9996557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132017121637612,"score_gpt":0.4086636677542338,"score_spread":0.2954619555904726,"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."}}