{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003231021,0.0001265633,0.0003593483,0.0003982007,0.0000923437,0.0002447692,0.0001095885,0.0002249665,0.0004107796],"category_scores_gemma":[0.0009224473,0.00009888485,0.0001226127,0.0004007087,0.0001620945,0.00007398891,0.0001139755,0.0002194952,0.00009466379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605497,"about_ca_system_score_gemma":0.00010513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006802169,"about_ca_topic_score_gemma":0.001115682,"domain_scores_codex":[0.9998281,0.00006442238,0.00001312611,0.00003947355,0.00003134529,0.00002353372],"domain_scores_gemma":[0.9997066,0.0001167207,0.0001133185,0.00001685554,0.00002912218,0.00001743802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004294493,0.0001669982,0.7263201,0.000179039,0.000302905,0.0003488644,0.0003277046,0.0007678259,0.2260934,0.00009049608,0.000473709,0.04063433],"study_design_scores_gemma":[0.00001148743,0.0002966617,0.9948532,0.000004955501,0.00004431743,0.0001793292,0.00007722193,0.000444794,0.003886445,0.00006145265,0.0001360289,0.000004142885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987846,0.000512864,0.0002457545,0.00003804841,0.000002804734,0.00000542592,0.0002357347,0.000007217293,0.0001674969],"genre_scores_gemma":[0.9986462,0.0002704856,0.0004983706,0.00004003525,0.000006144091,0.00001697186,0.0003489312,0.000002886599,0.0001700351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006802169,"threshold_uncertainty_score":0.001708746,"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."}}