{"id":"W4224982995","doi":"10.1016/j.biopsych.2022.02.203","title":"Epitranscriptomic and Metabolomic Signatures Involved in Translational Mechanisms of Suicide and Depression","year":2022,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Transfer RNA; Methylation; Epigenetics; Biology; Translation (biology); RNA; Metabolomics; Translational regulation; Methyltransferase; Genetics; Bioinformatics; Messenger RNA; Gene","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":[0.0001838021,0.0003032011,0.000250889,0.0004913203,0.0001507616,0.00037754,0.000148183,0.0002549048,0.00156438],"category_scores_gemma":[0.0003336301,0.0001272972,0.0003449367,0.0004825139,0.0001381605,0.0001835072,0.0002697915,0.0003454637,0.0002187583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001967718,"about_ca_system_score_gemma":0.0001728657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093687,"about_ca_topic_score_gemma":0.00140415,"domain_scores_codex":[0.9999058,0.00001597106,0.000007569225,0.00002602928,0.00002060484,0.00002391654],"domain_scores_gemma":[0.9998485,0.00002203416,0.00006160686,0.00001394681,0.00003047708,0.00002340711],"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":[0.004791993,0.0001249516,0.1133071,0.000256835,0.0005176404,0.0007231709,0.0002712134,0.0004120508,0.8443409,0.0009586298,0.0005667196,0.0337287],"study_design_scores_gemma":[0.00006549451,0.0006576048,0.9030206,0.00004317782,0.0003608183,0.001151063,0.000359173,0.002710326,0.08753502,0.00172443,0.002335772,0.00003645221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908856,0.0033616,0.002105343,0.000220926,0.00004047564,0.0000293353,0.002143811,0.00003040212,0.001182487],"genre_scores_gemma":[0.9941337,0.00109344,0.001168506,0.0001383944,0.00002839133,0.00002883703,0.001785145,0.000009671998,0.001613928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00156438,"threshold_uncertainty_score":0.005233407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665905517702646,"score_gpt":0.2544520798721297,"score_spread":0.2377930246951032,"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."}}