{"id":"W4413619119","doi":"10.62951/router.v3i2.614","title":"Penerapan Metode Fuzzy untuk Mengetahui Penyakit Radang Kelopak Mata (Blepharitis)","year":2025,"lang":"en","type":"article","venue":"Router","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Blepharitis; Medicine; Computer science; Dermatology","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":[0.0004895096,0.0004122497,0.0006126133,0.0005017366,0.0006159542,0.001597868,0.0004218692,0.0006910941,0.004719231],"category_scores_gemma":[0.0008602327,0.0002317386,0.0004970303,0.0004363236,0.0003348103,0.000941437,0.0004928662,0.0006256754,0.000499169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005998688,"about_ca_system_score_gemma":0.0008190774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003954985,"about_ca_topic_score_gemma":0.002913348,"domain_scores_codex":[0.9996985,0.00004453204,0.00002929434,0.00008479815,0.0001077466,0.00003516424],"domain_scores_gemma":[0.9997125,0.000110835,0.00002168667,0.00001305844,0.000128854,0.00001301371],"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":[0.0008896142,0.0002856918,0.006217883,0.001492066,0.0001786443,0.001416121,0.0009238318,0.21716,0.09921007,0.02793592,0.003433293,0.6408569],"study_design_scores_gemma":[0.00006940664,0.0006596209,0.006850491,0.0001370264,0.0001383059,0.0009092821,0.000590013,0.9326034,0.03446044,0.008774173,0.01471889,0.00008900201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2792661,0.004505757,0.6682122,0.0006956033,0.0004794258,0.0002567988,0.0002961775,0.0007671943,0.04552071],"genre_scores_gemma":[0.9001544,0.001283823,0.08487292,0.0001017887,0.00003603456,0.0001267737,0.0001505503,0.00002776444,0.01324591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004719231,"threshold_uncertainty_score":0.01578736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006098801775861636,"score_gpt":0.2245131393636257,"score_spread":0.2184143375877641,"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."}}