{"id":"W4406867433","doi":"10.3390/nu17030447","title":"Impact of Reduced Vitamin D Levels on Pain, Function, and Severity in Knee or Hip Osteoarthritis","year":2025,"lang":"en","type":"article","venue":"Nutrients","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Medicine; Osteoarthritis; WOMAC; Vitamin D and neurology; vitamin D deficiency; Internal medicine; Vitamin; Gastroenterology; Physical therapy; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006106901,0.0002187763,0.0002966764,0.0004133384,0.0001711072,0.0003816223,0.0001389024,0.0003001404,0.0009989415],"category_scores_gemma":[0.002100439,0.0001223383,0.000341604,0.0002671225,0.0002088709,0.0001434755,0.0002925416,0.0002408538,0.00008740644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163943,"about_ca_system_score_gemma":0.0001401951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793234,"about_ca_topic_score_gemma":0.002434128,"domain_scores_codex":[0.9997428,0.0001065513,0.00004041614,0.00002984098,0.00004179926,0.00003859626],"domain_scores_gemma":[0.9991212,0.0002857038,0.000329707,0.00004261408,0.00007163689,0.0001491797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002442149,0.0001189779,0.9903051,0.00006754793,0.0002788377,0.0001170252,0.00004590419,0.00005558472,0.001255609,0.000008142068,0.00004191867,0.00526319],"study_design_scores_gemma":[0.00003139624,0.0006351552,0.998715,0.000008499744,0.000102489,0.0002328439,0.00004072712,0.00005821131,0.0001018677,0.00001509369,0.00005672095,0.000002038529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984303,0.001310781,0.00002141887,0.0000213093,0.000003564943,0.00000326404,0.00004920572,0.000001185659,0.000158992],"genre_scores_gemma":[0.9997392,0.0001373159,0.00002620021,0.00001083861,0.00000367705,0.000001104662,0.00003827955,2.273153e-7,0.0000431476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001793234,"threshold_uncertainty_score":0.00356555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721134695822024,"score_gpt":0.3336479504430161,"score_spread":0.3064366034847958,"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."}}