{"id":"W4386481823","doi":"10.1016/s0378-4274(23)00426-5","title":"OS02-06: A NAM-focused human health testing approach to meet the EU REACH registration requirements for the category of fatty acid alkanolamides (FAA)","year":2023,"lang":"en","type":"article","venue":"Toxicology Letters","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Human health; Environmental health; Business; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.008711416,0.000181829,0.0004417919,0.0003025235,0.001054646,0.0001038082,0.001281806,0.00009355379,0.00001161499],"category_scores_gemma":[0.002531464,0.000102796,0.0001929512,0.001822344,0.0003477269,0.0001502407,0.000159366,0.0001584069,0.00003712254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000915886,"about_ca_system_score_gemma":0.0001090373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002566524,"about_ca_topic_score_gemma":0.0006278912,"domain_scores_codex":[0.9964512,0.0006626974,0.0009658144,0.0005872749,0.0008282354,0.0005047568],"domain_scores_gemma":[0.9956231,0.00249282,0.000651961,0.000970839,0.0001760596,0.00008521826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001717604,0.0002342806,0.01099364,0.00005779748,0.000376858,0.00000635527,0.008504825,0.01229224,0.4952462,0.01870944,0.4185358,0.03487081],"study_design_scores_gemma":[0.005790353,0.003150572,0.6908981,0.0001390756,0.0007384944,0.00005787479,0.02880617,0.08549099,0.04105574,0.08515677,0.05665259,0.002063244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6590553,0.000117867,0.04099916,0.2952886,0.0002910399,0.001714618,0.00003655968,0.000135544,0.002361355],"genre_scores_gemma":[0.9862618,0.00001013339,0.003270339,0.009618989,0.0001257832,0.0002198647,0.00001916695,0.00001735774,0.0004565998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6799045,"threshold_uncertainty_score":0.8111588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2759359467479385,"score_gpt":0.4124969388612953,"score_spread":0.1365609921133568,"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."}}