{"id":"W4213255143","doi":"10.23880/phoa-16000138","title":"Maivel Emile Soby Gerges, Ghada Essam Aldin, Diaa Marzouk Abdel Hamid and Mohamed Farouk Allam*","year":2019,"lang":"en","type":"article","venue":"Public Health Open Access","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"vitamin D deficiency; Medicine; Osteomalacia; Osteoporosis; Vitamin D and neurology; Pediatrics; Population; Polycystic ovary; Osteopenia; Internal medicine; Environmental health; Obesity; Bone mineral","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001847725,0.000626336,0.0005738863,0.001436732,0.001233048,0.001638845,0.0006096857,0.001119579,0.03068485],"category_scores_gemma":[0.006666193,0.0002184151,0.000325144,0.0006767958,0.0006562121,0.001442984,0.001268719,0.001939538,0.009220646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007915979,"about_ca_system_score_gemma":0.002468402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00517566,"about_ca_topic_score_gemma":0.00619441,"domain_scores_codex":[0.9993125,0.0002038758,0.00005801231,0.0000882372,0.0002578063,0.00007958821],"domain_scores_gemma":[0.9982833,0.0003895988,0.0001879257,0.00004348301,0.0008508768,0.0002448579],"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":[0.0006190117,0.0002397458,0.02330156,0.001869184,0.00009725575,0.003534379,0.001868705,0.0002645436,0.001658614,0.009080613,0.577109,0.3803574],"study_design_scores_gemma":[0.00005692065,0.0002167556,0.01432235,0.002017,0.00006473118,0.01023952,0.00307639,0.0003011246,0.001932436,0.003198567,0.9645113,0.00006293474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05341204,0.3827203,0.005120052,0.4099771,0.03205854,0.0002651142,0.001992934,0.0004176114,0.1140364],"genre_scores_gemma":[0.2345149,0.4542389,0.006669585,0.05162533,0.01629884,0.0002494211,0.001513906,0.0002792024,0.23461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9693152,"threshold_uncertainty_score":0.1026511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613937720822728,"score_gpt":0.4760152582421704,"score_spread":0.3146214861598977,"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."}}