{"id":"W2994446738","doi":"10.1021/acschemneuro.9b00650","title":"The Brain Exposure Efficiency (BEE) Score","year":2019,"lang":"en","type":"article","venue":"ACS Chemical Neuroscience","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Bee venom; Medicine; Toxicology; Neuroscience; Psychology; Biology; Zoology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000797592,0.0001971234,0.0001372692,0.00001780461,0.0003937192,0.00009429066,0.001087746,0.00007328404,0.0002802889],"category_scores_gemma":[0.0008867006,0.0001425018,0.00005618879,0.0005385456,0.000990968,0.0003275756,0.000658348,0.0004036792,0.001807217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323398,"about_ca_system_score_gemma":0.00002464506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002456218,"about_ca_topic_score_gemma":0.000003343665,"domain_scores_codex":[0.9970565,0.0001052315,0.0002746876,0.0009718794,0.0008115188,0.0007801427],"domain_scores_gemma":[0.9985268,0.0005075593,0.0001020599,0.0006188995,0.000005706146,0.0002390401],"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":[0.000006284627,0.00004724971,0.03086031,0.000003492553,3.31643e-7,0.000005838429,0.00009390721,0.0001027314,0.96286,0.00007068091,0.0005630988,0.005386084],"study_design_scores_gemma":[0.0009485819,0.0003437526,0.3479693,0.00004398771,0.000009846352,0.00007657988,0.0001595415,0.004573137,0.5566785,0.0009839508,0.08732986,0.0008829376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895367,0.00002397363,0.0002169552,0.002561856,0.0002605932,0.0004343986,0.000002833864,0.00006119007,0.006901519],"genre_scores_gemma":[0.9926736,0.00003244823,0.00007512428,0.005694856,0.00003314649,0.00002033063,8.798282e-7,0.00001923915,0.001450313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4061815,"threshold_uncertainty_score":0.99897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227177085423889,"score_gpt":0.2364453569734201,"score_spread":0.2241735861191813,"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."}}