{"id":"W2910271323","doi":"10.1289/isee.2013.p-2-18-03","title":"Cumulative Lead Exposure and Age-Related Cataract in Middle-Aged and Elderly Women","year":2013,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Odds ratio; Cataracts; Confidence interval; Cataract surgery; Body mass index; Confounding; Lead poisoning; Internal medicine; Surgery; Ophthalmology","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":[0.0001959847,0.000161895,0.0002047967,0.00004226433,0.00009665709,0.00009257162,0.0000838795,0.00008442753,0.001341666],"category_scores_gemma":[0.00008622034,0.0001407962,0.00001344541,0.0001035607,0.000326016,0.000599332,0.00008177756,0.0001871683,0.0003271626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005162707,"about_ca_system_score_gemma":0.00001322195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416416,"about_ca_topic_score_gemma":0.0006506253,"domain_scores_codex":[0.9989352,0.00004502424,0.0002691906,0.0002697235,0.0001592566,0.0003216259],"domain_scores_gemma":[0.9994876,0.0001103129,0.00009862461,0.0001282043,0.00001221398,0.0001629797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009322378,0.0003963409,0.444373,0.0001200296,0.0001468174,0.0002063631,0.1943501,0.001986482,0.1312088,0.0003242211,0.003081693,0.2237128],"study_design_scores_gemma":[0.0004953831,0.0001012325,0.9936195,0.0000365009,0.00000458343,0.000006225303,0.003046118,0.00003380416,0.0003929095,0.001871311,0.0002145528,0.0001778941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877706,0.000101969,0.000002980571,0.0003201054,0.00003767277,0.0002771158,0.000004376607,0.00002358097,0.01146166],"genre_scores_gemma":[0.9979429,0.0001158236,0.00007026023,0.0001473946,0.000007232275,0.00003867463,0.000006195891,0.00000759799,0.001663933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5492464,"threshold_uncertainty_score":0.9995713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03451639538918817,"score_gpt":0.2491431866076472,"score_spread":0.214626791218459,"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."}}