{"id":"W2316413781","doi":"10.1021/pr100771g","title":"Comprehensive Plasma Thiol Redox Status Determination for Metabolomics","year":2010,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Metabolomics; Thiol; Redox; Chemistry; Human plasma; Biochemistry; Computational biology; Chromatography; Biology; Inorganic chemistry","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":[0.0009988239,0.0008864715,0.0007774438,0.0004677503,0.0002618119,0.0003688592,0.0004004421,0.0005046444,0.0007222462],"category_scores_gemma":[0.0008695108,0.000249904,0.0004601313,0.0004469531,0.0002507972,0.0004540912,0.0004216899,0.0006713857,0.0003734174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172081,"about_ca_system_score_gemma":0.0008563057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098734,"about_ca_topic_score_gemma":0.002842148,"domain_scores_codex":[0.9996723,0.0001012485,0.00001466492,0.00008701975,0.0001065557,0.00001828127],"domain_scores_gemma":[0.9998054,0.00008674058,0.00002684296,0.00002481713,0.00004293626,0.00001337298],"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":[0.0002023089,0.0000655413,0.003384292,0.0001684768,0.00006339027,0.0000572053,0.00003105538,0.003913202,0.9494462,0.0009099257,0.0003610175,0.0413974],"study_design_scores_gemma":[0.00002791213,0.000820145,0.01005549,0.00001918499,0.0001307769,0.000376511,0.00003552559,0.1414113,0.8388568,0.002681546,0.005522251,0.00006258788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2141321,0.004588739,0.7766387,0.0003560031,0.00006372737,0.0002852369,0.001312696,0.001438022,0.001184632],"genre_scores_gemma":[0.5218161,0.004411384,0.4710307,0.000161275,0.00004690778,0.0003635816,0.0009944912,0.00007855485,0.001096954],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001098734,"threshold_uncertainty_score":0.005282342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05090593826639545,"score_gpt":0.384934077970138,"score_spread":0.3340281397037426,"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."}}