{"id":"W4298001119","doi":"10.3389/fonc.2022.1014748","title":"Understanding emerging bioactive metabolites with putative roles in cancer biology","year":2022,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Mitacs; Canadian Cancer Society; Beatrice Hunter Cancer Research Institute; Cancer Research Institute","keywords":"Metabolomics; Metabolite; Computational biology; Biology; Phenotype; Proteomics; Cancer; Biochemistry; Bioinformatics; Genetics; Gene","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":[0.0004703664,0.0005362655,0.002106518,0.0007715512,0.00009870726,0.00001398522,0.0004345865,0.000643849,0.00008305483],"category_scores_gemma":[0.00009242693,0.0004697822,0.0002664828,0.0007179083,0.0003386307,0.000008835831,0.0002551128,0.0007504647,0.000001177923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121616,"about_ca_system_score_gemma":0.001607263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002500428,"about_ca_topic_score_gemma":0.001428638,"domain_scores_codex":[0.9967706,0.0008413772,0.0006029083,0.0009732123,0.0001268555,0.000685017],"domain_scores_gemma":[0.9989603,0.0000991273,0.0004922605,0.0003246976,0.00003035511,0.00009321668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002583418,0.0001625148,0.0005138266,0.0006413924,0.0008414168,0.00002675793,0.0006780865,0.0001054041,0.00008345924,0.0004315355,0.00390031,0.992357],"study_design_scores_gemma":[0.0009882832,0.0003369526,0.000009702726,0.0002969798,0.0003758678,0.00002752039,0.002329352,0.000009158073,0.00003091411,0.0003890665,0.9946829,0.0005233002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007823302,0.9903731,0.002802687,0.00005731558,0.004155322,0.0007972231,0.0002595314,0.00001312086,0.001463423],"genre_scores_gemma":[0.00009423195,0.9951279,0.001857208,0.0001294067,0.0008371807,0.001071852,0.0005711322,0.00008576235,0.0002253807],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9918336,"threshold_uncertainty_score":0.9997754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08454714890692694,"score_gpt":0.3729762208808946,"score_spread":0.2884290719739677,"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."}}