{"id":"W3192025976","doi":"10.2139/ssrn.3691036","title":"Blood Donor Exposome and Impact of Common Drugs on Red Blood Cell Metabolism","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Exposome; Medicine; Pharmacology; Environmental health","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":[0.0003038074,0.0001814548,0.0004848153,0.0001037027,0.00007698623,0.000009728425,0.00008895212,0.0001038904,0.0001166206],"category_scores_gemma":[0.00004173248,0.0001339346,0.0002341568,0.0001699281,0.00005257646,0.00006001064,0.00002578562,0.001503136,0.00001392907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007207844,"about_ca_system_score_gemma":0.0008012627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003376984,"about_ca_topic_score_gemma":0.000009183147,"domain_scores_codex":[0.9982837,0.0001071952,0.0003211293,0.0002024322,0.0001873514,0.0008981205],"domain_scores_gemma":[0.9992799,0.00005246648,0.0002049743,0.0001520396,0.00006876225,0.0002418662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005575554,0.001821427,0.01157803,0.0001508458,0.002447529,0.00008606095,0.002098604,0.00005479994,0.9610403,0.006900699,0.0008733422,0.007372762],"study_design_scores_gemma":[0.1407981,0.1713412,0.1723232,0.0005645772,0.01317314,0.01681022,0.01062472,0.0007102588,0.3930071,0.06905569,0.008756351,0.002835616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928969,0.004199875,0.00002599554,0.001431269,0.00008577871,0.000143467,0.000005670357,0.00002543665,0.00118559],"genre_scores_gemma":[0.9920738,0.006338509,0.00005076156,0.0006657409,0.0005098037,0.000002174374,0.000008815615,0.00002562888,0.0003247112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5680333,"threshold_uncertainty_score":0.6530462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00971563363232389,"score_gpt":0.2462606988241119,"score_spread":0.236545065191788,"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."}}