{"id":"W1968137035","doi":"10.1002/em.21757","title":"The development of adverse outcome pathways for mutagenic effects for the organization for economic co‐operation and development","year":2013,"lang":"en","type":"article","venue":"Environmental and Molecular Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Health Canada","funders":"","keywords":"Library science; Public health; Medicine; Management; Political science; Nursing","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":[0.01538854,0.001130362,0.0005339202,0.003841956,0.001625249,0.003708149,0.001135938,0.002613958,0.009970058],"category_scores_gemma":[0.0174162,0.0004392754,0.0008234406,0.002900647,0.003262868,0.002839766,0.003154975,0.003527045,0.00265233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004748574,"about_ca_system_score_gemma":0.02777863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008542986,"about_ca_topic_score_gemma":0.008064841,"domain_scores_codex":[0.9841002,0.004671308,0.0008283765,0.0006893263,0.00867123,0.001039572],"domain_scores_gemma":[0.9761927,0.00459945,0.004025285,0.003064757,0.01038828,0.001729655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000274657,0.0003067701,0.004092278,0.001005246,0.0000697357,0.000181531,0.0002647669,0.001878885,0.005563415,0.5637475,0.1110459,0.3115693],"study_design_scores_gemma":[0.00004460223,0.0005235859,0.00905356,0.0008887953,0.00004584674,0.0002378671,0.000209166,0.000890817,0.006225834,0.05959931,0.922206,0.00007464612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02406982,0.06732022,0.1282973,0.1665265,0.01851721,0.003573941,0.005765692,0.001203948,0.5847253],"genre_scores_gemma":[0.3381325,0.09868953,0.2589159,0.02065993,0.003467304,0.004531483,0.007879845,0.0007807827,0.2669427],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01538854,"threshold_uncertainty_score":0.08138329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007143107281115261,"score_gpt":0.2133653678687079,"score_spread":0.2062222605875927,"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."}}