{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002153502,0.000153992,0.0002968784,0.000255247,0.0002089879,0.0004504714,0.00009896654,0.0002771764,0.003636827],"category_scores_gemma":[0.000581444,0.00008950377,0.0002166432,0.0003098699,0.0001040401,0.000144335,0.0002158162,0.0003117842,0.0003352082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551827,"about_ca_system_score_gemma":0.0002411107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348062,"about_ca_topic_score_gemma":0.001436938,"domain_scores_codex":[0.9998059,0.00006531192,0.00001901006,0.00004031167,0.00003883578,0.00003067388],"domain_scores_gemma":[0.9997739,0.0000393235,0.00008844193,0.00002085297,0.00004341111,0.00003411311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01418297,0.001868182,0.8429296,0.0005211114,0.001032642,0.001227495,0.000613458,0.000202882,0.05537942,0.0006135077,0.001710874,0.07971777],"study_design_scores_gemma":[0.00004065798,0.001887718,0.983074,0.00005461152,0.0004050146,0.00132705,0.0005346182,0.0002433212,0.008025555,0.0003493812,0.004041004,0.00001713038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932955,0.004011053,0.0001958557,0.0001569636,0.00005276001,0.000009816513,0.0004739773,0.000008798022,0.001795213],"genre_scores_gemma":[0.9958891,0.001630306,0.0001251156,0.0000985048,0.00002448398,0.000005442829,0.0002800711,0.000002848961,0.001944129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003636827,"threshold_uncertainty_score":0.01216644,"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."}}