{"id":"W4404336991","doi":"10.61132/saturnus.v2i4.361","title":"Diagnosis Penyakit Dispepsia menggunakan Metode Dempster-Shafer","year":2024,"lang":"en","type":"article","venue":"Saturnus","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000371774,0.000187136,0.0001902352,0.0002440348,0.00009690105,0.000316214,0.001125148,0.0001659776,0.00007156113],"category_scores_gemma":[0.00008775963,0.0001594627,0.0001109988,0.0007208179,0.00006221734,0.0005543913,0.0003365445,0.0003144767,0.001242559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043529,"about_ca_system_score_gemma":0.00007790617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003770101,"about_ca_topic_score_gemma":0.00003853301,"domain_scores_codex":[0.9983598,0.00007593266,0.0002669778,0.0005772412,0.0003783579,0.0003417093],"domain_scores_gemma":[0.998763,0.0002994937,0.00004454706,0.0007523089,0.00005137298,0.00008926208],"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":[0.000003726606,0.0000848463,0.008500079,0.0001281994,0.0002421025,0.0004694148,0.001567276,0.00003379683,0.001411487,0.7767991,0.08476018,0.1259998],"study_design_scores_gemma":[0.0004846286,0.0001697455,0.03796692,0.0005309015,0.000076895,0.0003856733,0.00009681706,0.034363,0.0138016,0.1150566,0.7959086,0.001158531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3723802,0.05173627,0.3584367,0.1150518,0.02336474,0.002484522,0.0001009404,0.01438438,0.06206051],"genre_scores_gemma":[0.9879698,0.00004640154,0.009639071,0.0003226134,0.0003343846,0.0001489314,0.000005275311,0.00002137761,0.001512186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7111485,"threshold_uncertainty_score":0.9995351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389511532071824,"score_gpt":0.2665862207318665,"score_spread":0.2526911054111483,"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."}}