{"id":"W1826491183","doi":"10.1016/j.jad.2015.10.020","title":"Cortical inhibitory and excitatory correlates of depression severity in children and adolescents","year":2015,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; National Institutes of Health; Brain and Behavior Research Foundation","keywords":"Transcranial magnetic stimulation; Drug-naïve; Depression (economics); Psychology; Major depressive disorder; Mood disorders; Internal medicine; Medicine; Psychiatry; Mood; Stimulation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001969146,0.00008217221,0.0001911446,0.000115862,0.00003178636,0.000007326049,0.00004714491,0.00004118654,0.000001451674],"category_scores_gemma":[0.00094553,0.00006879724,0.00002660137,0.0001232737,0.0002613046,0.0001517436,0.00003607094,0.0001938244,3.548757e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001811841,"about_ca_system_score_gemma":0.00002752023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002631266,"about_ca_topic_score_gemma":0.00002069137,"domain_scores_codex":[0.999176,0.0001784078,0.0002164181,0.0001225846,0.0002141942,0.00009239807],"domain_scores_gemma":[0.9994365,0.0002457217,0.0001384587,0.00004126565,0.00005774102,0.00008030941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002687082,0.0001252319,0.984006,0.00001098389,0.000005633622,0.00000225824,0.0008435507,0.00007626013,0.01004875,0.00001276391,0.00002241081,0.004577456],"study_design_scores_gemma":[0.00291187,0.0003006729,0.994844,0.00009836589,0.00001668648,0.00002798011,0.0002379785,0.0001617273,0.0006881171,0.0006454422,0.000002426007,0.00006478254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986756,0.0007747073,0.0001748413,0.00003201405,0.0001160469,0.0001498949,0.000002540621,0.000004012652,0.00007030869],"genre_scores_gemma":[0.9997477,0.0001654629,0.00003665444,0.00002811162,0.00001415912,8.194668e-7,5.623914e-8,0.000005942025,0.000001128111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083796,"threshold_uncertainty_score":0.280547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129236860135613,"score_gpt":0.2569221976389233,"score_spread":0.2456298290375671,"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."}}