{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962422,0.00110192,0.001316985,0.002470378,0.0003267325,0.00163774,0.001103379,0.001132641,0.005592085],"category_scores_gemma":[0.008650145,0.0002277914,0.001019095,0.001124148,0.0003851741,0.001018274,0.001068959,0.0007916092,0.001528185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007538822,"about_ca_system_score_gemma":0.001271762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449481,"about_ca_topic_score_gemma":0.002348869,"domain_scores_codex":[0.9988658,0.0002255244,0.0001043222,0.0002260123,0.0004707067,0.0001076662],"domain_scores_gemma":[0.9977709,0.001232711,0.0002433776,0.0001348067,0.0005320604,0.00008621622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005148482,0.0002400223,0.03795312,0.0003521043,0.0005208669,0.0002567603,0.00006268619,0.5438481,0.004128868,0.005841547,0.02634741,0.3799336],"study_design_scores_gemma":[0.00004411464,0.0002786724,0.00706047,0.00004779961,0.0001028073,0.0003213299,0.0000413349,0.9749811,0.00555306,0.00672184,0.004804373,0.00004313968],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1938288,0.001722105,0.7739867,0.001040977,0.0001874512,0.00064239,0.008484041,0.006964833,0.0131427],"genre_scores_gemma":[0.7773368,0.0008422454,0.206192,0.0002691098,0.00008314716,0.0005076133,0.008148878,0.0005573803,0.006062872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005592085,"threshold_uncertainty_score":0.01870733,"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."}}