{"id":"W4367669557","doi":"10.1111/all.15758","title":"Arsenic exposure and pruritus: Evidence from observational, interventional, and mendelian randomization studies","year":2023,"lang":"en","type":"article","venue":"Allergy","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"Huxiang Youth Talent Support Program; Ministry of Industry and Information Technology of the People's Republic of China; National Natural Science Foundation of China","keywords":"Medicine; Biomarker; Mendelian randomization; Internal medicine; Randomized controlled trial; Randomization; Arsenic; Gastroenterology; Genotype; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002569657,0.00007905632,0.00009931742,0.00003307313,0.0001198918,0.00002406178,0.00005179767,0.00003359508,0.0004463633],"category_scores_gemma":[0.0002606069,0.00007382871,0.00002438593,0.0001518424,0.0001001135,0.0003559088,0.0001418416,0.00003619782,0.00006611063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003704974,"about_ca_system_score_gemma":0.000005927495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001107013,"about_ca_topic_score_gemma":0.0006766003,"domain_scores_codex":[0.9992316,0.00006215113,0.000201726,0.0002298454,0.0001838771,0.00009081393],"domain_scores_gemma":[0.9995698,0.0002125144,0.00007166812,0.0000851917,0.00001877438,0.00004209535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006412703,0.0003455299,0.4090125,0.0001710559,0.001317938,0.00005410551,0.03923206,0.004952413,0.07298042,0.01706209,0.1477681,0.3064626],"study_design_scores_gemma":[0.002505266,0.00008607093,0.9475605,0.0001892819,0.00002873464,0.000003949129,0.00177319,0.01541015,0.000524161,0.008312314,0.02335802,0.0002482932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949598,0.001547778,0.0004962693,0.002508035,0.0001104081,0.0001491953,0.00000674005,0.00006100835,0.000160793],"genre_scores_gemma":[0.9930573,0.003983294,0.000665796,0.0002226654,0.00003146029,0.00004141174,0.00007049924,0.00000682525,0.001920802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5385481,"threshold_uncertainty_score":0.4887365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08302060153771092,"score_gpt":0.3085611347494525,"score_spread":0.2255405332117416,"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."}}