{"id":"W2317312051","doi":"10.1002/cncy.21379","title":"Heightened exposure","year":2013,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exposome; Medicine; Population; Environmental health; Disease; Epidemiology; Gerontology; Environmental ethics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002055852,0.0001536557,0.0001761945,0.0000272805,0.0001250686,0.00001462167,0.0002121637,0.0001115912,0.0295631],"category_scores_gemma":[0.00003694494,0.0001416064,0.00004044252,0.0001249855,0.0002834251,0.0002300411,0.000179811,0.000198421,0.009231457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577775,"about_ca_system_score_gemma":0.00001618117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005536159,"about_ca_topic_score_gemma":0.00008740451,"domain_scores_codex":[0.9984565,0.0001417411,0.0002026547,0.0005455129,0.0001617121,0.000491892],"domain_scores_gemma":[0.9993434,0.00004257226,0.00007518398,0.0003622403,0.00000678847,0.0001698374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009825281,0.00007371002,0.6952554,0.00001172624,0.000007533829,0.00008613521,0.0008628303,0.0002155059,0.1032997,0.0001052907,0.00693406,0.1931383],"study_design_scores_gemma":[0.0004054579,0.00009431198,0.9528712,0.000007784786,0.0000119862,0.00003717402,0.0001003189,0.0001093079,0.006530817,0.00151505,0.03806444,0.0002521349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971127,0.0002461712,0.001144824,0.002144303,0.0002693254,0.0003991759,0.000005485241,0.00006620541,0.02459756],"genre_scores_gemma":[0.9915963,0.0002079054,0.00098012,0.004971221,0.000112044,0.0003964578,0.000004083736,0.00002458571,0.001707287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2576158,"threshold_uncertainty_score":0.99154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139869608143594,"score_gpt":0.244907196784198,"score_spread":0.233508500702762,"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."}}