{"id":"W7155123221","doi":"","title":"WoE評価を用いたがん原性評価の留意事項について －規制当局の視点から－","year":2025,"lang":"","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Consistency (knowledge bases); Authorization; Property (philosophy); Presentation (obstetrics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0857849,0.001378592,0.002642991,0.007624706,0.001688056,0.007045681,0.004599698,0.007553158,0.01848019],"category_scores_gemma":[0.09792133,0.001585818,0.006277888,0.003114224,0.003940824,0.004931689,0.002493391,0.006027489,0.02042724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003681544,"about_ca_system_score_gemma":0.02145711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008772721,"about_ca_topic_score_gemma":0.0212199,"domain_scores_codex":[0.932041,0.02154336,0.01406305,0.001970019,0.0292356,0.001146927],"domain_scores_gemma":[0.8733828,0.05156213,0.01466375,0.007026881,0.05068294,0.002681491],"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":[0.00202846,0.0004672844,0.003090587,0.04203157,0.00153383,0.0008510032,0.0008529784,0.000700922,0.02295869,0.0240341,0.3229218,0.5785288],"study_design_scores_gemma":[0.0004981515,0.001041061,0.007760871,0.0242236,0.002338815,0.0009848457,0.0004401942,0.0006467152,0.01956302,0.01433937,0.9279061,0.0002572021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01206448,0.2190551,0.1033505,0.1045435,0.02780334,0.02078781,0.02400749,0.001591355,0.4867965],"genre_scores_gemma":[0.07829946,0.3201101,0.3541326,0.07966385,0.01032947,0.02164274,0.01754119,0.0009581615,0.1173225],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0857849,"threshold_uncertainty_score":0.4536794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008229757724460973,"score_gpt":0.2775628705429319,"score_spread":0.2693331128184709,"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."}}