{"id":"W4413057102","doi":"10.1186/isrctn16624353","title":"Cellular stress and effects on mitochondrial DNA","year":2025,"lang":"en","type":"dataset","venue":"http://isrctn.com/","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"York University","keywords":"Mitochondrial DNA; Stress (linguistics); Computational biology; Biology; Genetics; Gene; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000129015,0.000702624,0.0006777204,0.0002083289,0.0002020769,0.00009134018,0.0005296377,0.001439868,0.0001641985],"category_scores_gemma":[0.0003394709,0.0006685976,0.0002733165,0.000146482,0.0001465043,0.000004355828,0.0004254698,0.0006545552,0.00009680528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003076417,"about_ca_system_score_gemma":0.0001772428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007338906,"about_ca_topic_score_gemma":0.0001245323,"domain_scores_codex":[0.9970618,0.0003761719,0.000449265,0.001273638,0.0002919867,0.0005471155],"domain_scores_gemma":[0.9978838,0.000133814,0.0002300286,0.001420118,0.00009191347,0.000240349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004202831,0.0001237519,0.0000136802,0.0004490004,0.0001556603,0.00008869945,0.000006949798,0.000004106718,0.06666126,0.00005889271,0.9311911,0.0008266486],"study_design_scores_gemma":[0.001430048,0.0008568477,0.00001352082,0.0002301535,0.0001913138,0.00001716395,0.000008580941,0.000004897933,0.07631139,0.00002938733,0.9203405,0.0005661746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004235416,0.002126708,0.000388859,0.000436197,0.01300987,0.001224585,0.9774058,0.00005546509,0.001117029],"genre_scores_gemma":[0.000204199,0.0009662462,0.0001323592,0.002176169,0.003678571,0.0001364834,0.9844758,0.00004073083,0.008189464],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01085054,"threshold_uncertainty_score":0.9998565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006218441315292499,"score_gpt":0.2352836978190982,"score_spread":0.2290652565038057,"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."}}