{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008785839,0.0005851318,0.0005561681,0.001485893,0.0004609984,0.001156589,0.0003494947,0.000420785,0.002635787],"category_scores_gemma":[0.003588651,0.0001781664,0.0004526096,0.0009052058,0.0002845899,0.00111282,0.0005396712,0.0005346987,0.0005345484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006109023,"about_ca_system_score_gemma":0.0006954548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003360294,"about_ca_topic_score_gemma":0.002203242,"domain_scores_codex":[0.9991363,0.0001343469,0.0001488637,0.0001707923,0.0003207998,0.00008901479],"domain_scores_gemma":[0.9988816,0.0003610896,0.00020494,0.00007478737,0.0004220056,0.00005560047],"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":[0.001078879,0.0002463011,0.4036191,0.001001514,0.0002827924,0.003007069,0.001136503,0.003841561,0.02759182,0.003143715,0.005387153,0.5496637],"study_design_scores_gemma":[0.0002881263,0.002571217,0.4824734,0.001331657,0.001569095,0.04801638,0.008933459,0.1751816,0.1659841,0.02678344,0.08636526,0.0005023513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8512227,0.01435089,0.1074785,0.001890918,0.0005985941,0.0004613668,0.002899864,0.001123181,0.01997397],"genre_scores_gemma":[0.9685867,0.002257468,0.02569136,0.0001298977,0.00006081583,0.00006398682,0.001076455,0.00001965908,0.002113577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003360294,"threshold_uncertainty_score":0.008817554,"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."}}