{"id":"W4411000706","doi":"10.56910/sewagati.v4i2.2212","title":"Upaya Deteksi Dini Osteoarthritis pada Karyawan Universitas Tarumanagara dengan Instrumen WOMAC","year":2025,"lang":"en","type":"article","venue":"SEWAGATI Jurnal Pengabdian Masyarakat Indonesia","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"WOMAC; Psychology; Osteoarthritis; Medicine; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001184077,0.0005663706,0.0007289065,0.0007915703,0.003187721,0.00006662364,0.0008214521,0.0004386202,0.001594009],"category_scores_gemma":[0.0001676553,0.000593997,0.0002326728,0.001152468,0.0001979596,0.0005994218,0.0004657716,0.001825023,0.001207171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009319758,"about_ca_system_score_gemma":0.001549037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003251884,"about_ca_topic_score_gemma":0.0007248192,"domain_scores_codex":[0.9944252,0.001151638,0.001335259,0.0007990721,0.0007532595,0.001535542],"domain_scores_gemma":[0.9969911,0.0007238229,0.0005114259,0.0008109777,0.0003780643,0.0005846348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00125817,0.0002363332,0.8180589,0.001465946,0.0001962293,0.0004583891,0.002563409,0.0001844588,0.0002732757,0.06310177,0.03221902,0.0799841],"study_design_scores_gemma":[0.005180786,0.0004367006,0.8993061,0.001414619,0.0001724752,0.00001416128,0.01413252,0.0003933947,0.0001351695,0.003561719,0.07436675,0.0008856518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136944,0.0007859991,0.0008514591,0.005446584,0.002376731,0.002329625,0.0001938184,0.0003321038,0.07398923],"genre_scores_gemma":[0.9895434,0.0002563562,0.0005681387,0.004335798,0.0004845291,0.0001343638,0.0001728649,0.0000678613,0.004436738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08124715,"threshold_uncertainty_score":0.9996511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977108522628583,"score_gpt":0.3444174814354002,"score_spread":0.3246463962091144,"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."}}