{"id":"W4402830833","doi":"","title":"Global redox potential: A extracellular biomarker of cellular metabolism","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Free Radicals and Antioxidants","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Extracellular; Redox; Metabolism; Biomarker; Cellular metabolism; Chemistry; Cell metabolism; Cell biology; Computer science; Biophysics; Biochemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005120316,0.0006721164,0.0006486035,0.0008706831,0.0002789294,0.002151043,0.0003277233,0.001216203,0.01033762],"category_scores_gemma":[0.0004295126,0.00009059301,0.0001869943,0.0006606348,0.0005286142,0.0007086871,0.0006112456,0.0006353451,0.001977598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003828428,"about_ca_system_score_gemma":0.0003277205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003004064,"about_ca_topic_score_gemma":0.000309271,"domain_scores_codex":[0.9998368,0.00004313811,0.000007916537,0.00004952836,0.00004121928,0.00002145346],"domain_scores_gemma":[0.9997588,0.00006198679,0.00003267045,0.000007444565,0.00007412406,0.00006498775],"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":[0.002017569,0.0002097073,0.02637874,0.002148779,0.0002079936,0.001664685,0.0004042767,0.0006433434,0.6831641,0.01392696,0.01592105,0.2533128],"study_design_scores_gemma":[0.0001741696,0.003204524,0.1609082,0.001059508,0.000704455,0.01087097,0.004067207,0.003110648,0.4581707,0.04535465,0.3121114,0.000263571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3874402,0.4105821,0.0493665,0.03401244,0.007341399,0.0002230727,0.003845895,0.0005392121,0.1066491],"genre_scores_gemma":[0.8376721,0.1048048,0.005420781,0.002573304,0.004759159,0.00009760481,0.0009126895,0.0000535068,0.04370603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01033762,"threshold_uncertainty_score":0.03458279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110449709219009,"score_gpt":0.2198218170221447,"score_spread":0.2087173199299546,"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."}}