{"id":"W3203805436","doi":"10.1177/01926233211046869","title":"Regulatory Perspectives on Juvenile Animal Toxicologic Pathology","year":2021,"lang":"en","type":"article","venue":"Toxicologic Pathology","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Harmonization; Juvenile; Neuropathology; Medicine; Engineering ethics; Political science; Pathology; Engineering; Biology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001333279,0.0007729412,0.001410989,0.0004361575,0.0008762407,0.00003515543,0.0008344405,0.002345526,0.008482249],"category_scores_gemma":[0.002547971,0.0007020237,0.0004867326,0.0005668206,0.002234278,0.0001684357,0.0006107605,0.001789806,0.004608504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218952,"about_ca_system_score_gemma":0.0005680456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003013265,"about_ca_topic_score_gemma":0.00001232918,"domain_scores_codex":[0.9915511,0.003964714,0.0009757185,0.001718911,0.0001141498,0.001675403],"domain_scores_gemma":[0.996325,0.001336624,0.0004509464,0.001456821,0.000342784,0.00008783369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001634758,0.002557882,0.001156058,0.00001699966,0.0002417152,0.004650858,0.001394975,0.00001587004,0.9527726,0.02495485,0.007518628,0.003084871],"study_design_scores_gemma":[0.005283095,0.01149683,0.1570981,0.00004557531,0.0002018132,0.0164623,0.007346393,0.000003744889,0.7323987,0.002355016,0.06593239,0.00137609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562816,0.02062363,0.00007121131,0.002365568,0.002640764,0.0005430504,0.00008166878,0.0005655016,0.01682699],"genre_scores_gemma":[0.9800947,0.0007525235,0.0004212986,0.003812461,0.0001336617,0.0002753923,0.0001752907,0.00006500202,0.01426963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2203739,"threshold_uncertainty_score":0.9995431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825904563866357,"score_gpt":0.2598173651420807,"score_spread":0.2415583195034171,"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."}}