{"id":"W2026906707","doi":"10.1155/2013/428479","title":"Hypovitaminosis D in Geriatric Acute Care Unit: A Biomarker of Longer Length of Stay","year":2013,"lang":"en","type":"article","venue":"Disease Markers","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Hypovitaminosis; Biomarker; Medicine; Unit (ring theory); Geriatric care; Gerontology; Intensive care medicine; Environmental health; Pediatrics; Vitamin D and neurology; Internal medicine; Psychology; Biology; vitamin D deficiency; Nursing; Genetics","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":[0.0008628967,0.0002905467,0.0003832772,0.0008243929,0.0003589763,0.0008206638,0.0004464468,0.0004912958,0.001834732],"category_scores_gemma":[0.002593309,0.0001384912,0.0004701172,0.001149976,0.0002843414,0.0003890913,0.0005926117,0.0006099452,0.0001828753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004495493,"about_ca_system_score_gemma":0.0004723375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935816,"about_ca_topic_score_gemma":0.00333262,"domain_scores_codex":[0.999352,0.0001655231,0.0001344076,0.0001160999,0.0001418174,0.00009013078],"domain_scores_gemma":[0.9958621,0.000383967,0.002784384,0.0001160932,0.0003110287,0.0005424427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008529075,0.00001239156,0.9991835,0.00001471301,0.00003248176,0.00002405259,0.00001827775,0.0000206468,0.0001354521,0.000005767608,0.00003458193,0.000432957],"study_design_scores_gemma":[0.000002936494,0.0000715339,0.9994637,0.00001014454,0.00001984085,0.0001555713,0.00007084663,0.00008787515,0.00003292108,0.00001388599,0.00006839255,0.000002351396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983461,0.0007221146,0.0001167558,0.00007448434,0.00001116127,0.000008647708,0.0004140595,0.000004472287,0.0003022009],"genre_scores_gemma":[0.9992344,0.0001579033,0.0001532718,0.0000222299,0.00001833286,0.000008054653,0.0003432047,0.000001102918,0.00006145515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002935816,"threshold_uncertainty_score":0.006137729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847182955617215,"score_gpt":0.2972819175372686,"score_spread":0.2788100879810964,"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."}}