{"id":"W4293085909","doi":"10.1080/09553002.2022.2110311","title":"A high-level overview of the OECD AOP Development Programme","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories; Health Canada","funders":"","keywords":"Adverse Outcome Pathway; Context (archaeology); Agency (philosophy); Risk analysis (engineering); Business; Risk management; Process management; Knowledge management; Environmental resource management; Computer science; Environmental science","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":[0.03398021,0.003476562,0.0009556928,0.01682089,0.002639421,0.01454462,0.004571572,0.005628704,0.02779422],"category_scores_gemma":[0.01742539,0.00108444,0.002050243,0.01445039,0.00214141,0.005577052,0.006269088,0.005182657,0.02288628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01371724,"about_ca_system_score_gemma":0.08142625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03798186,"about_ca_topic_score_gemma":0.01703453,"domain_scores_codex":[0.9795207,0.003906926,0.001750554,0.0009878203,0.01060221,0.003231709],"domain_scores_gemma":[0.9748076,0.002023866,0.002188328,0.001455379,0.01531013,0.004214736],"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":[0.0001979861,0.0005108986,0.00314162,0.0047367,0.000070325,0.001195816,0.0005440412,0.004124703,0.002832263,0.1057374,0.4351971,0.4417112],"study_design_scores_gemma":[0.00001171787,0.00005140317,0.001793088,0.00125123,0.000009817524,0.0001467258,0.000101065,0.0001371879,0.0003466386,0.002611859,0.9935172,0.00002211911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006161581,0.1024316,0.05090611,0.06643865,0.01083909,0.008353259,0.02654508,0.005650023,0.7226746],"genre_scores_gemma":[0.05548943,0.2628013,0.1969887,0.02972819,0.004580946,0.01318106,0.0640277,0.003158051,0.3700446],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03798186,"threshold_uncertainty_score":0.1797066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879890625903487,"score_gpt":0.3122578043953063,"score_spread":0.2734588981362714,"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."}}