{"id":"W2899057781","doi":"10.1080/09553002.2019.1532617","title":"Is there a role for the adverse outcome pathway framework to support radiation protection?","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission; Canadian Nuclear Laboratories; Health Canada","funders":"Health Canada; University of Ottawa","keywords":"Adverse Outcome Pathway; Risk analysis (engineering); Relevance (law); Outcome (game theory); Stressor; Commission; Risk assessment; Adverse effect; Computer science; Business; Environmental resource management; Process management; Medicine; Political science; Computer security; Biology; Environmental science; Computational biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.1412399,0.002047964,0.001885603,0.006434815,0.01108903,0.0213964,0.0110238,0.01125005,0.01012786],"category_scores_gemma":[0.09912262,0.0009350468,0.003107326,0.005042939,0.0465902,0.01644827,0.01413305,0.02365312,0.0022607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07514366,"about_ca_system_score_gemma":0.2644129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3517371,"about_ca_topic_score_gemma":0.4116728,"domain_scores_codex":[0.9455453,0.03367672,0.00213203,0.003008796,0.01198582,0.003651382],"domain_scores_gemma":[0.856923,0.06472915,0.005396042,0.006997587,0.04989245,0.01606178],"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":[0.00004370013,0.00004648253,0.001023612,0.001534897,0.00004869275,0.0001741625,0.006299862,0.003177436,0.0002468587,0.9042202,0.03632783,0.04685625],"study_design_scores_gemma":[0.00003580958,0.00005649186,0.0008253833,0.005009445,0.00008528902,0.0001703194,0.00724597,0.001918446,0.0002607455,0.51393,0.4703429,0.0001193028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002702762,0.01528322,0.2043807,0.6713553,0.004100163,0.0009146431,0.0005697845,0.0004191984,0.1002742],"genre_scores_gemma":[0.2442904,0.03547341,0.5051238,0.1811013,0.00384125,0.002828873,0.001499466,0.0006464063,0.02519507],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3517371,"threshold_uncertainty_score":0.7469571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242476888618773,"score_gpt":0.3544428542503653,"score_spread":0.3320180853641775,"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."}}