{"id":"W4404337077","doi":"10.61132/saturnus.v2i4.330","title":"Diagnosa Penyakit Chikungunya Menggunakan Metode Certainty Factor","year":2024,"lang":"en","type":"article","venue":"Saturnus","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Chikungunya; Medicine; Virology; Dengue fever","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002152837,0.000173182,0.0001480902,0.0001398088,0.000163633,0.0005411453,0.0009589567,0.00006877441,0.0000861524],"category_scores_gemma":[0.0001265105,0.000145719,0.00009277588,0.0005101063,0.00003516448,0.0003831951,0.0002882978,0.0004136135,0.000895705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000458122,"about_ca_system_score_gemma":0.00009558486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001697344,"about_ca_topic_score_gemma":0.00002092119,"domain_scores_codex":[0.9986247,0.00006612342,0.0001783208,0.0005669972,0.0002396659,0.0003241885],"domain_scores_gemma":[0.9986697,0.0002846819,0.00003799428,0.0008381279,0.00002998122,0.0001395511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002811269,0.00007318456,0.0004671138,0.00005578428,0.000097383,0.00009648369,0.00320492,0.0001003154,0.0009167914,0.1771969,0.06536146,0.7524269],"study_design_scores_gemma":[0.0001529742,0.00006484258,0.009500114,0.0000601506,0.00002077512,0.00005364779,0.00003116935,0.03712904,0.000626481,0.004748847,0.9472479,0.0003641163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1233085,0.01272005,0.7164329,0.04742296,0.008004443,0.001297309,0.0005209716,0.01111354,0.07917925],"genre_scores_gemma":[0.9796303,0.00004991604,0.01732464,0.0003344762,0.0003579654,0.000059531,0.00005274431,0.00002182973,0.002168583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8818864,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026035784574771,"score_gpt":0.27721111196304,"score_spread":0.2669507541172923,"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."}}