{"id":"W4413430835","doi":"10.1038/s41380-025-03167-x","title":"Dysfunctional circular RNA network in major depressive disorder: dissecting the cell identity and potential clinical applications","year":2025,"lang":"en","type":"review","venue":"Molecular Psychiatry","topic":"Circular RNAs in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; Lunenfeld-Tanenbaum Research Institute; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Dysfunctional family; Psychology; Psychiatry; Major depressive disorder; Neuroscience; Medicine; Psychotherapist; Cognition","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":[0.0005750768,0.0008704939,0.001472173,0.001246636,0.0002296987,0.001076621,0.0008704234,0.001179119,0.001993857],"category_scores_gemma":[0.0005533965,0.0002679829,0.0003900182,0.001274666,0.0006390459,0.001009245,0.0006752757,0.00182092,0.00116381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006802243,"about_ca_system_score_gemma":0.001006026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146573,"about_ca_topic_score_gemma":0.002028926,"domain_scores_codex":[0.9998988,0.00001716541,0.00001317384,0.00002457467,0.00003242557,0.00001379187],"domain_scores_gemma":[0.9997653,0.0001201337,0.00003081572,0.000006944134,0.00005296563,0.00002382476],"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":[0.0001812526,0.00006187569,0.0002300821,0.01268144,0.0001377768,0.0002435394,0.00004633709,0.0005553556,0.003674132,0.007146583,0.0298206,0.9452209],"study_design_scores_gemma":[0.00005347384,0.0001438044,0.001345064,0.003194408,0.0002944561,0.001399878,0.00008841614,0.0003298435,0.001286582,0.006013235,0.9858053,0.00004552641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000710154,0.9991997,0.0001330351,0.0001744244,0.0001162102,0.000001914768,0.00001245312,0.00000453419,0.0002867948],"genre_scores_gemma":[0.0005344806,0.9987704,0.0001689818,0.000132063,0.0001387119,0.000003742416,0.00002332971,7.996168e-7,0.0002274532],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001993857,"threshold_uncertainty_score":0.006670117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034815400555923,"score_gpt":0.3229926286199349,"score_spread":0.3126444746143757,"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."}}