{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000176053,0.0001077586,0.0001947921,0.0001929264,0.000136333,0.00001649298,0.00005918389,0.00003121018,0.000007255244],"category_scores_gemma":[0.001742901,0.0000637546,0.00008162971,0.0004366909,0.0001946686,0.00003243203,0.00006519695,0.0002138786,0.000004648232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002848465,"about_ca_system_score_gemma":0.00007065613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004441859,"about_ca_topic_score_gemma":0.000007460392,"domain_scores_codex":[0.9989947,0.0001333481,0.0001968786,0.0002069523,0.0002457665,0.0002223633],"domain_scores_gemma":[0.9987121,0.0008684131,0.00004266802,0.0001562783,0.0001726437,0.00004791447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006017698,0.001443021,0.9210099,0.0001736194,0.0001163388,0.00004260045,0.0003416647,0.00004051325,0.033279,0.0001151084,0.003878933,0.03895753],"study_design_scores_gemma":[0.001506729,0.002662163,0.9935303,0.0002094006,0.00003065653,0.000001437051,0.0001334639,0.00005119235,0.001751836,0.00004999642,0.0000317726,0.00004103985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995845,0.0003004293,0.00001685648,0.0002790975,0.0000618483,0.0005609222,0.00002052099,0.00001070175,0.002904577],"genre_scores_gemma":[0.9991942,0.0002147641,0.000001509613,0.0001168901,0.000007299485,0.00004229393,0.000002860791,0.000007592102,0.0004126131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07252041,"threshold_uncertainty_score":0.2599837,"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."}}