{"id":"W6912782239","doi":"10.5281/zenodo.7874497","title":"A Cross-Sectional Study On Association of Vitamin D Levels with Severity of Knee Osteoarthritis","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Vitamin D and neurology; Rheumatology; Joint pain; Demographics; vitamin D deficiency; Osteoporosis; Vitamin","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":[0.0009211014,0.0002320016,0.0003310702,0.0006134722,0.000391629,0.0004057325,0.0001997371,0.0004926494,0.002247642],"category_scores_gemma":[0.001754348,0.0004084695,0.0003242398,0.0006943435,0.0001862751,0.0003847574,0.0002503466,0.0004332681,0.0004760555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470063,"about_ca_system_score_gemma":0.000208849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554025,"about_ca_topic_score_gemma":0.003118555,"domain_scores_codex":[0.9994488,0.0002080919,0.00007226202,0.0001028324,0.0000881605,0.00007968838],"domain_scores_gemma":[0.9985728,0.0003804968,0.0003989962,0.0001008808,0.0002249164,0.0003218704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008944389,0.00006557369,0.9992703,0.000006782786,0.00003485792,0.00004147838,0.00005014817,0.000004676644,0.0001273611,0.000004067807,0.00003983892,0.0002655729],"study_design_scores_gemma":[0.00001255885,0.0003846186,0.9990277,0.000004127437,0.0000225329,0.000234079,0.0001339542,0.00003687336,0.00002231565,0.000006015577,0.0001130666,0.000002115766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991933,0.0001576799,0.00005969926,0.00002169631,0.0000071256,0.00001547831,0.0002421944,0.000001553511,0.0003012879],"genre_scores_gemma":[0.9993368,0.0000742646,0.00007138096,0.00004765811,0.0000104306,0.00001392342,0.0002500943,7.71211e-7,0.000194565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002554025,"threshold_uncertainty_score":0.007519066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0459958381176121,"score_gpt":0.3028337328569204,"score_spread":0.2568378947393083,"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."}}