{"id":"W1997972581","doi":"10.1038/tp.2011.12","title":"Gene expression biomarkers of response to citalopram treatment in major depressive disorder","year":2011,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Antidepressant; Citalopram; Major depressive disorder; Oncology; Medicine; IRF7; Internal medicine; Bipolar disorder; Psychiatry; Psychology; Bioinformatics; Pharmacology; Biology; Hippocampus; Mood; Receptor","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008964728,0.0001556769,0.0001457951,0.0002452304,0.00006033022,0.000006672726,0.0001779552,0.0000702109,0.0003044721],"category_scores_gemma":[0.0000460988,0.0001354311,0.00009239544,0.0003858425,0.00007334178,0.0001206723,0.00001172567,0.00005396653,0.00003363342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001509024,"about_ca_system_score_gemma":0.000110652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005728443,"about_ca_topic_score_gemma":0.0001476995,"domain_scores_codex":[0.9987574,0.0001524002,0.0002883912,0.0003683784,0.0002275399,0.0002059309],"domain_scores_gemma":[0.999468,0.0001478332,0.00006559008,0.0002168429,0.00001492916,0.00008682426],"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":[0.009063005,0.001532313,0.1234339,0.00002505898,0.00002191299,0.000009269631,0.003956894,0.0002080969,0.8558446,0.001358629,0.0001980078,0.004348401],"study_design_scores_gemma":[0.004188154,0.0003310431,0.5913869,0.0000507879,0.000009284531,0.000005473804,0.0002069083,0.00005099254,0.3969132,0.006264301,0.0003375387,0.0002554097],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949466,0.0002254394,0.00090905,0.001056159,0.0002423406,0.0004554063,0.00008066014,0.00003467935,0.002049691],"genre_scores_gemma":[0.9909621,0.000009142557,0.008615315,0.000226088,0.00001970999,0.00005165364,0.000006381963,0.00001883231,0.00009078586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4679531,"threshold_uncertainty_score":0.552272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999756228343742,"score_gpt":0.2768814214067419,"score_spread":0.2468838591233045,"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."}}