{"id":"W4387376856","doi":"10.59934/jaiea.v3i1.259","title":"Diagnosis of Herpes Zoster Using Bayes Theorem Method","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","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":"Bayes' theorem; Itching; Disease; Conditional probability; Shingles; Blisters; Medicine; Dermatology; Mathematics; Computer science; Artificial intelligence; Pathology; Statistics; Immunology; Virus","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":[0.001976086,0.0007136886,0.001517033,0.003303887,0.0006312266,0.001698393,0.001241411,0.001183721,0.002823758],"category_scores_gemma":[0.007431112,0.0003549808,0.001051798,0.0008738538,0.000395998,0.001183086,0.0004688962,0.0008576616,0.0008998155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008544608,"about_ca_system_score_gemma":0.001405178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005365593,"about_ca_topic_score_gemma":0.002331414,"domain_scores_codex":[0.9978949,0.0003755635,0.0003140966,0.0005347816,0.0006946108,0.0001860952],"domain_scores_gemma":[0.9969497,0.001858438,0.0002371336,0.00007535001,0.0008056096,0.00007376565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001264555,0.0004245291,0.06082913,0.001296978,0.000539032,0.002223107,0.0003434278,0.1672154,0.01246439,0.022342,0.01226992,0.7187876],"study_design_scores_gemma":[0.0001125312,0.0001915846,0.005265333,0.0001655173,0.0002324995,0.001521184,0.0001110764,0.9605382,0.005135563,0.0233946,0.003262015,0.00006984139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04868046,0.006529382,0.9344916,0.0008901813,0.0004379395,0.000419256,0.0008951842,0.001043,0.006612904],"genre_scores_gemma":[0.7653674,0.003321098,0.2256224,0.0003064241,0.0004978899,0.0002488746,0.001242367,0.0000350291,0.003358402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005365593,"threshold_uncertainty_score":0.01066869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04541773017938359,"score_gpt":0.3322193396993053,"score_spread":0.2868016095199217,"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."}}