{"id":"W4400107867","doi":"10.53560/ppasb(61-2)919","title":"Assessment of Knee Osteoarthritis Severity using New Multifactorial Scale (KHIUS) in Northwest Syria","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Pakistan Academy of Sciences B Life and Environmental Sciences","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pakistan Academy of Sciences","keywords":"Osteoarthritis; Medicine; WOMAC; Physical therapy; Orthopedic surgery; Internal medicine; Knee Joint; Grading (engineering); Rheumatology; Rheumatoid arthritis; Surgery; Pathology","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":[0.0006695731,0.0002891984,0.0003212644,0.0008670659,0.0003155744,0.0003579202,0.0001243863,0.000208389,0.0006771165],"category_scores_gemma":[0.001262872,0.0001498288,0.0002658795,0.0004023546,0.0003325225,0.0002883881,0.0004155043,0.0002059509,0.0001219281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423152,"about_ca_system_score_gemma":0.0004451202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004768302,"about_ca_topic_score_gemma":0.008573817,"domain_scores_codex":[0.9995479,0.0001287107,0.000100427,0.0000540109,0.0001320773,0.00003691375],"domain_scores_gemma":[0.999513,0.00006801773,0.0002576194,0.00001742079,0.00008900132,0.00005490727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007909232,0.00006596844,0.9914254,0.00004840597,0.00004740389,0.0001282082,0.0002076138,0.00009247182,0.001512193,0.00002089133,0.000133838,0.006238539],"study_design_scores_gemma":[0.000007159892,0.0001343805,0.9988875,0.000008271607,0.00001096182,0.0003084328,0.0001880709,0.0002236097,0.0000915976,0.00001150066,0.0001252592,0.000003346777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999281,0.0002508727,0.0001330072,0.00003033544,0.000004521919,0.00000988688,0.00005005864,0.000002084494,0.0002382318],"genre_scores_gemma":[0.9992893,0.0001756001,0.0002964621,0.00001226343,0.000007802822,0.00001121472,0.00008748841,4.67814e-7,0.0001193291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004768302,"threshold_uncertainty_score":0.009481132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268472380447436,"score_gpt":0.3031920875783756,"score_spread":0.2805073637739012,"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."}}