{"id":"W7115702655","doi":"10.33594/000000836","title":"The Impact of Vitamin D Deficiency on Cognitive and Neuromuscular Functions in Elderly Patients","year":2025,"lang":"en","type":"article","venue":"Neurosignals","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"vitamin D deficiency; Vitamin D and neurology; Cognition; Neuromuscular junction; Calcium; Signalling; Cognitive decline","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":[0.0004464635,0.0001998768,0.000358294,0.0006919397,0.0003964272,0.0004954597,0.0002102617,0.0003429645,0.0009600638],"category_scores_gemma":[0.001495823,0.0001233073,0.0004362733,0.0009033203,0.0001789145,0.0002213719,0.0002824463,0.0003451788,0.0001645789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039043,"about_ca_system_score_gemma":0.000293264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00912694,"about_ca_topic_score_gemma":0.01237053,"domain_scores_codex":[0.9997246,0.00006019443,0.00005152976,0.00004968222,0.00005788063,0.00005608224],"domain_scores_gemma":[0.9992429,0.0001356616,0.0003418464,0.00002394567,0.0001213471,0.0001342097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001825088,0.00002460215,0.998066,0.00001859535,0.00004669924,0.00007504124,0.00003119438,0.0000186174,0.00007275271,0.000003432417,0.0000415585,0.001419016],"study_design_scores_gemma":[0.000007438177,0.0001043757,0.999427,0.00000816624,0.00004025726,0.0001958666,0.00006687302,0.00003930692,0.00002113067,0.000008162939,0.00007960681,0.000001954282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976717,0.001557089,0.00001976416,0.0000463389,0.000004720004,0.000005983939,0.0002595382,0.000001764511,0.0004331642],"genre_scores_gemma":[0.9994973,0.0002514224,0.00002557933,0.00001887573,0.000005536489,0.000004043834,0.0001274074,3.308191e-7,0.00006958131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00912694,"threshold_uncertainty_score":0.01814759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877717146491614,"score_gpt":0.3315885456258257,"score_spread":0.3128113741609096,"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."}}