{"id":"W2105239927","doi":"10.1016/j.envres.2014.10.001","title":"Communicating results in post-Belmont era biomonitoring studies: Lessons from genetics and neuroimaging research","year":2014,"lang":"en","type":"review","venue":"Environmental Research","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"National Institute of Environmental Health Sciences; California Breast Cancer Research Program","keywords":"Biomonitoring; Biobank; Data sharing; Scope (computer science); Psychology; Informed consent; Environmental health; Medicine; Biology; Ecology; Computer science; Bioinformatics; Alternative medicine; Pathology","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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0162345,0.0008105014,0.001702294,0.0007645374,0.001497212,0.0002257343,0.001982386,0.0004945781,0.0002200769],"category_scores_gemma":[0.002189435,0.0007939446,0.0001984762,0.001047119,0.003472198,0.0003331279,0.009648782,0.00664036,0.001994082],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004453623,"about_ca_system_score_gemma":0.0001175691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003055876,"about_ca_topic_score_gemma":0.0006195038,"domain_scores_codex":[0.9814242,0.008670032,0.001661214,0.002854196,0.002968553,0.002421882],"domain_scores_gemma":[0.9864919,0.009868432,0.0003814733,0.002595246,0.00001774439,0.0006452458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002345148,0.0002240252,0.001575938,0.0006973395,0.00006541082,0.0001391568,0.002142788,0.00001496353,0.0004174728,0.000003551748,0.000100659,0.9945952],"study_design_scores_gemma":[0.001064235,0.000374565,0.01407987,0.008247717,0.00009654708,0.00003580024,0.004825781,0.0004068845,0.00008251982,0.0004960137,0.9691132,0.001176833],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04541304,0.9486719,0.000005420144,0.0007580266,0.0001412068,0.002511746,0.0002730459,0.0000392827,0.002186317],"genre_scores_gemma":[0.03782603,0.9596702,0.0009706409,0.00007289212,0.0002471899,0.0004798882,0.0002047999,0.0002192279,0.0003091622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934184,"threshold_uncertainty_score":0.9998027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3414917836744445,"score_gpt":0.5272252851764692,"score_spread":0.1857335015020247,"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."}}