{"id":"W4413338279","doi":"10.61132/neptunus.v3i3.1013","title":"Diagnosa Penyakit Radang Sendi Menggunakan Metode Dempster Shafer","year":2025,"lang":"en","type":"article","venue":"Neptunus","topic":"Edcuational Technology Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003680308,0.0001775805,0.000228923,0.0002986212,0.0001484124,0.0001152014,0.001264871,0.0001722786,0.00003646073],"category_scores_gemma":[0.0001411678,0.0001676618,0.00008652111,0.0007136916,0.00006979308,0.0003563925,0.0004665521,0.0002309673,0.0003946261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027519,"about_ca_system_score_gemma":0.0001050084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006503573,"about_ca_topic_score_gemma":0.00004858195,"domain_scores_codex":[0.9984225,0.0001078622,0.0003030514,0.0005056153,0.0003121133,0.0003488444],"domain_scores_gemma":[0.9985474,0.000318238,0.00008116497,0.0009034525,0.00008656981,0.00006316813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006384638,0.000123542,0.01906559,0.0000454677,0.0001652931,0.0001213948,0.0006451683,0.00006809442,0.002428183,0.8171163,0.1104641,0.04975049],"study_design_scores_gemma":[0.002167135,0.0001436386,0.05956382,0.0002657192,0.0000742224,0.0001093171,0.0002085481,0.02571436,0.03365316,0.09632565,0.7806507,0.00112367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09721096,0.002451446,0.7193426,0.05392992,0.004787551,0.001213849,0.00001336246,0.002669058,0.1183813],"genre_scores_gemma":[0.9728114,0.00001020907,0.01781415,0.002058486,0.0001558593,0.0001024614,0.000004274425,0.00001203543,0.007031114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8756005,"threshold_uncertainty_score":0.6837052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005962592057633143,"score_gpt":0.2535994341250644,"score_spread":0.2476368420674313,"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."}}