{"id":"W4387497082","doi":"10.1016/j.euroneuro.2023.08.052","title":"SINGLE CELL RNA SEQUENCING IN MOOD DISORDERS","year":2023,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Anterior cingulate cortex; Neuroscience; Mood disorders; Major depressive disorder; Biology; Mood; Prefrontal cortex; Psychology; Computational biology; Cognition; Anxiety; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002610112,0.0002196239,0.0001560937,0.0001615381,0.00006213209,0.00002249279,0.0003596945,0.00007122193,0.00003365681],"category_scores_gemma":[0.0000319593,0.0002413206,0.00009768508,0.0003972989,0.00009045581,0.00000562116,0.000115738,0.0002418492,0.0002301126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002831283,"about_ca_system_score_gemma":0.00004054809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001288011,"about_ca_topic_score_gemma":0.00005319463,"domain_scores_codex":[0.9981262,0.0004212761,0.0003045977,0.0005619186,0.00009997751,0.0004860453],"domain_scores_gemma":[0.9994912,0.00002595601,0.00007004423,0.0002776653,0.00002426018,0.0001109402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001278486,0.0001095377,0.001824648,0.00001709081,0.0000107425,0.00007598952,0.0001146396,0.001188169,0.9900851,0.000003792242,0.003778413,0.00266409],"study_design_scores_gemma":[0.01487142,0.003063933,0.1165526,0.00004390065,0.00008303249,0.00007117674,0.0003340062,0.002646719,0.5494968,0.0001541157,0.3106508,0.002031578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493862,0.0000951788,0.00009201205,0.0002388271,0.0013778,0.0001897926,0.000007765275,0.0001677226,0.04844474],"genre_scores_gemma":[0.9965718,0.0004934834,0.00008145516,0.001082684,0.0003630362,0.000009288969,0.00004594878,0.0001397201,0.001212587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4405883,"threshold_uncertainty_score":0.9840767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953479386891491,"score_gpt":0.2543024886994089,"score_spread":0.234767694830494,"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."}}