{"id":"W4409279998","doi":"10.1016/j.biopsych.2025.02.113","title":"Objective Assessment of Early Psychomotor Changes During Antidepressant Treatment","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Ottawa; Simon Fraser University; McGill University; University of Calgary; Ontario Shores Centre for Mental Health Sciences; Dalhousie University; Nova Scotia Health Authority; Centre for Addiction and Mental Health; University of British Columbia; Queen's University; McMaster University","funders":"","keywords":"Antidepressant; Psychomotor learning; Medicine; Psychiatry; Psychology; Cognition; Anxiety","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":[0.0005618891,0.0007561067,0.0007153231,0.0007120469,0.000217785,0.0003769544,0.0003088479,0.0005470935,0.002010179],"category_scores_gemma":[0.003048338,0.0001600881,0.0002600458,0.0003908458,0.0001341974,0.0002508211,0.0003063161,0.0006406305,0.0005026897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003177511,"about_ca_system_score_gemma":0.000361116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503814,"about_ca_topic_score_gemma":0.003330847,"domain_scores_codex":[0.9995167,0.0001754457,0.00006871798,0.00006281966,0.0001202289,0.00005607165],"domain_scores_gemma":[0.9979195,0.0004952411,0.0008017233,0.00004983564,0.0004942476,0.0002394683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02973616,0.002754183,0.6209343,0.001678589,0.0005626373,0.001015956,0.0005355654,0.0009560748,0.03787871,0.000125432,0.003264188,0.3005581],"study_design_scores_gemma":[0.000348881,0.008900272,0.9809132,0.00008444595,0.0001447716,0.001024104,0.0001359199,0.0007504789,0.005430648,0.00003995535,0.002202092,0.00002519592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744072,0.004077211,0.003297136,0.0002544479,0.0001053442,0.001228509,0.002790946,0.0002072509,0.01363202],"genre_scores_gemma":[0.9878131,0.001675145,0.003005098,0.0002779395,0.00008131372,0.0007227607,0.001581644,0.00003279005,0.004810134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002010179,"threshold_uncertainty_score":0.006724656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280811481263276,"score_gpt":0.3510780375193756,"score_spread":0.3229968893930479,"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."}}