{"id":"W4404591942","doi":"10.3390/metabo14120648","title":"Singlet Oxygen-Induced Mitochondrial Reset in Cancer: A Novel Approach for Ovarian Cancer Therapy","year":2024,"lang":"en","type":"article","venue":"Metabolites","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Fonds de Recherche du Québec - Santé; Université de Montréal; Ovarian Cancer Canada","keywords":"Warburg effect; Ovarian cancer; Cancer cell; Oxidative phosphorylation; Cancer research; Glycolysis; Mitochondrion; Apoptosis; Cancer; Reactive oxygen species; Metabolomics; Cell growth; Biology; Chemistry; Metabolism; Cell biology; Medicine; Biochemistry; Internal medicine; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002637618,0.0002988879,0.0003863874,0.0001569296,0.00007976992,0.0001216258,0.0002855891,0.0002464571,0.00004621437],"category_scores_gemma":[0.00007763781,0.0002613699,0.0002391604,0.0003495025,0.00005615582,0.00001377887,0.00006335211,0.0001721838,0.000002060774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003598839,"about_ca_system_score_gemma":0.0004412509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178601,"about_ca_topic_score_gemma":0.0004257938,"domain_scores_codex":[0.9981434,0.00005783567,0.0003267883,0.0007589846,0.0001872607,0.0005256999],"domain_scores_gemma":[0.9993008,0.00002766,0.00006178459,0.0003970102,0.0001033944,0.0001093947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003311243,0.0001361018,0.0001097958,0.00006642757,0.0001757649,4.968431e-7,0.0002308727,0.00008443923,0.957022,0.0007588491,0.007721881,0.03336227],"study_design_scores_gemma":[0.00187508,0.00006796185,0.0007497875,0.00002617044,0.0000521754,0.00000378165,0.00004099721,0.0004566043,0.2360784,0.0001189149,0.7602273,0.0003028943],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6176543,0.3553458,0.01014298,0.00100601,0.01107321,0.001973092,0.001666689,0.00009729899,0.001040654],"genre_scores_gemma":[0.8578194,0.04795491,0.02772073,0.002447961,0.04793715,0.00680209,0.001426906,0.0003745322,0.007516319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7525054,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018346552156491,"score_gpt":0.3127643701673261,"score_spread":0.2725809046457612,"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."}}