{"id":"W4414824254","doi":"10.1016/j.euroneuro.2025.08.506","title":"DECIPHERING MOLECULAR MECHANISMS IN PSYCHIATRY: THE POWER OF SINGLE-CELL RESOLUTION MULTIOMIC APPROACHES","year":2025,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Multicellular organism; Epigenetics; Genome-wide association study; Genetic association; Epigenesis; Disease; Epigenomics; Genomics","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":[0.0006930356,0.0005252861,0.0009091136,0.0008727699,0.0004528221,0.001677473,0.0007903938,0.0009448077,0.001309372],"category_scores_gemma":[0.0004520967,0.0003498356,0.0004528398,0.0005318332,0.001208052,0.002144913,0.000944827,0.002390894,0.0004292021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006187396,"about_ca_system_score_gemma":0.000525152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009063818,"about_ca_topic_score_gemma":0.002187284,"domain_scores_codex":[0.9998052,0.00003052754,0.00001047506,0.00006080036,0.00005851616,0.00003454212],"domain_scores_gemma":[0.9996106,0.0001216394,0.00007106982,0.0000727928,0.00006426405,0.00005972545],"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":[0.00008711506,0.00003271002,0.001289504,0.0002984854,0.00006031356,0.00007545798,0.00007302438,0.0007281523,0.9670342,0.004935263,0.000641831,0.02474386],"study_design_scores_gemma":[0.00005020664,0.0004489736,0.09735707,0.000149154,0.0002643378,0.00149383,0.001048447,0.04619907,0.7326898,0.07069079,0.04941512,0.0001932028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.4391688,0.05833979,0.4812745,0.00627072,0.0008206339,0.0001831938,0.004273446,0.001412751,0.008256225],"genre_scores_gemma":[0.7465336,0.04107703,0.2032905,0.001724892,0.0004308809,0.0003278838,0.00209338,0.0002910752,0.004230798],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001677473,"threshold_uncertainty_score":0.004489303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211147745597568,"score_gpt":0.2580563418037707,"score_spread":0.245944864347795,"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."}}