{"id":"W4393952035","doi":"10.2106/jbjs.rvw.23.00150","title":"Vitamin D Deficiency Leads to Poorer Health Outcomes and Greater Length of Stay After Total Knee Arthroplasty and Supplementation Improves Outcomes","year":2024,"lang":"en","type":"article","venue":"JBJS Reviews","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Vitamin D and neurology; vitamin D deficiency; Confidence interval; Vitamin; Incidence (geometry); Inclusion and exclusion criteria; Internal medicine; Osteoarthritis; Strictly standardized mean difference; Arthroplasty; Randomized controlled trial; Physical therapy; Total knee arthroplasty; Pediatrics; Surgery; Alternative medicine","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":[0.007317976,0.0007957538,0.003610046,0.003320808,0.0003752379,0.001736168,0.000740807,0.001293503,0.002551455],"category_scores_gemma":[0.02052144,0.0005246958,0.01053488,0.003901994,0.0005656448,0.0006132593,0.0006279513,0.0006846798,0.0001847146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009628972,"about_ca_system_score_gemma":0.001864425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003816644,"about_ca_topic_score_gemma":0.006667416,"domain_scores_codex":[0.9943164,0.002084482,0.001944391,0.000577037,0.0009259455,0.0001517478],"domain_scores_gemma":[0.9809226,0.01252166,0.005199334,0.0003281409,0.0008613685,0.0001669054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.01148925,0.000245123,0.1661551,0.4204176,0.3041632,0.0005678284,0.0002794055,0.0007913866,0.002062384,0.0004554738,0.002253165,0.09112004],"study_design_scores_gemma":[0.003658222,0.002568585,0.2996989,0.08384422,0.5929198,0.001886426,0.0003321075,0.0007399794,0.001513393,0.001397395,0.01132499,0.0001158684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05260387,0.9436974,0.0004093686,0.0006976227,0.0001371836,0.0001554935,0.001338112,0.00001573372,0.0009453429],"genre_scores_gemma":[0.5796416,0.415127,0.001807942,0.001037874,0.0003172516,0.0004406676,0.001286336,0.0000155806,0.0003256419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007317976,"threshold_uncertainty_score":0.03870159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827446209030943,"score_gpt":0.3653115237499094,"score_spread":0.3370370616596,"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."}}