{"id":"W3193443958","doi":"10.1002/iub.2541","title":"Impact of natural mutations on the riboflavin transporter 2 and their relevance to human riboflavin transporter deficiency 2","year":2021,"lang":"en","type":"article","venue":"IUBMB Life","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Sharp Foundation","funders":"","keywords":"Riboflavin; Transporter; Biochemistry; Symporter; Mutant; Chemistry; Flavin adenine dinucleotide; Membrane transport protein; Biology; Gene; Enzyme; Cofactor","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":[0.0001225294,0.0001725316,0.0001785654,0.00003093416,0.00009632232,0.00001782354,0.0001628735,0.0000749328,0.00009380961],"category_scores_gemma":[0.0000725327,0.0001122514,0.0001612548,0.0001409872,0.0001060505,0.000003763078,0.00001733453,0.00009541879,0.00000424006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002632222,"about_ca_system_score_gemma":0.0001024759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003930375,"about_ca_topic_score_gemma":0.000173264,"domain_scores_codex":[0.9990302,0.00005659701,0.0002449849,0.0003279258,0.000118628,0.0002217045],"domain_scores_gemma":[0.9993289,0.00002760929,0.00005673158,0.0003951605,0.00008650657,0.0001051014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001081698,0.0002498438,0.01542791,0.00003240597,0.0001283494,0.000005322403,0.001781948,0.0002903958,0.9738378,0.0007483175,0.002630391,0.004759165],"study_design_scores_gemma":[0.001087018,0.0004915115,0.7471839,0.0000430108,0.00007338195,0.00001199343,0.0007257818,0.00002429028,0.2357768,0.0005922751,0.01354021,0.0004499023],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995805,0.002042414,0.0004249919,0.0005879296,0.00008791259,0.0001795777,0.0001540329,0.000006359327,0.0007118309],"genre_scores_gemma":[0.9983509,0.0001439789,0.0001134439,0.0007641814,0.00006838191,0.00001919098,0.0001623731,0.00001763237,0.0003599278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.738061,"threshold_uncertainty_score":0.457748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009745275887097431,"score_gpt":0.268874445862906,"score_spread":0.2591291699758085,"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."}}