{"id":"W4388262411","doi":"10.7759/cureus.47666","title":"Prevalence and Characteristics of Knee Osteoarthritis Among the General Public in Saudi Arabia","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Osteoarthritis; Physical therapy; Logistic regression; Rheumatology; Knee pain; Cross-sectional study; Knee Joint; Arthritis; Internal medicine; Surgery; Alternative medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016826,0.000104384,0.0002068934,0.00006678756,0.00004384914,0.00001817339,0.00006092411,0.00006843796,0.00007300419],"category_scores_gemma":[0.000107692,0.0000782319,0.00004041149,0.0002099124,0.0001137782,0.00009151348,0.00005932325,0.0001017414,0.00002087733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002101304,"about_ca_system_score_gemma":0.00003466746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000228177,"about_ca_topic_score_gemma":0.0001179701,"domain_scores_codex":[0.9992025,0.00003445466,0.0002080988,0.0001732344,0.0001555644,0.0002261779],"domain_scores_gemma":[0.9995297,0.00004677583,0.00006399042,0.0002384807,0.0000443961,0.00007666012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004676361,0.0000848112,0.8526613,0.000155991,0.00002095034,0.0001683956,0.000619098,1.164016e-7,0.008130756,0.001555486,0.0002264426,0.1363299],"study_design_scores_gemma":[0.001993354,0.001117251,0.9936846,0.0002562077,0.00005049902,0.00004513575,0.000116496,0.00004136718,0.001373467,0.0002857247,0.000934995,0.0001009389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964777,0.001571042,0.000001552549,0.0003893884,0.0002057429,0.0004270696,0.00003222151,0.00004681321,0.0008485024],"genre_scores_gemma":[0.9968616,0.0008754726,0.0000648257,0.00006082612,0.00010533,0.00006134995,0.00003756969,0.00001509041,0.001917934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1410232,"threshold_uncertainty_score":0.3190205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921997785109561,"score_gpt":0.2536860539161978,"score_spread":0.2344660760651021,"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."}}