{"id":"W4385858471","doi":"10.33920/med-08-2308-05","title":"International experience of drug correction of vitamin D level depending on its initial level in blood serum and the age of the patient (review and mathematical analysis)","year":2023,"lang":"en","type":"article","venue":"Sanitarnyj vrač (Sanitary Doctor)","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vitamin D and neurology; Calcifediol; Incidence (geometry); Public health; Diabetes mellitus; Obesity; Epidemiology; vitamin D deficiency; Cholecalciferol; Internal medicine; Disease; Physiology; Pediatrics; Endocrinology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002547242,0.0005503254,0.001328011,0.003808005,0.0001950109,0.0009474556,0.0009742657,0.0008835092,0.002503737],"category_scores_gemma":[0.004633798,0.0002661755,0.001234961,0.005617961,0.0007086509,0.001325006,0.0005241233,0.00104766,0.0006399106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067969,"about_ca_system_score_gemma":0.002122888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623953,"about_ca_topic_score_gemma":0.002306713,"domain_scores_codex":[0.998919,0.0002870417,0.0002886952,0.0001389839,0.0003309045,0.00003543865],"domain_scores_gemma":[0.996221,0.002276649,0.000450268,0.0001369448,0.0008494799,0.00006573544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001609419,0.0000839694,0.0006573015,0.03913325,0.0003010021,0.0002157695,0.0001726483,0.0006164217,0.0007626135,0.004750427,0.02177412,0.9313716],"study_design_scores_gemma":[0.00005695459,0.0002964041,0.004947879,0.01771314,0.00112616,0.003273791,0.000194748,0.0004273509,0.001276574,0.001516738,0.9691132,0.0000569484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003832635,0.9978325,0.0003201244,0.0003252456,0.000160762,0.0000115577,0.00003147034,0.000005671545,0.0009293953],"genre_scores_gemma":[0.00289896,0.9955993,0.000675687,0.000279616,0.0001559985,0.00001700173,0.0000414957,0.000003793214,0.0003281852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003808005,"threshold_uncertainty_score":0.01347131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06321044426107576,"score_gpt":0.3491162627501487,"score_spread":0.285905818489073,"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."}}