{"id":"W2145570466","doi":"10.1186/1753-6561-9-s1-a9","title":"The effect of repetitive transcranial magnetic stimulation on dorsolateral prefrontal glutamate in youth with treatment-resistant depression","year":2015,"lang":"en","type":"article","venue":"BMC Proceedings","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Glutamate receptor; Major depressive disorder; Depression (economics); Medicine; Mood; Prefrontal cortex; Deep transcranial magnetic stimulation; Mood disorders; Neuroscience; Stimulation; Psychiatry; Clinical psychology; Internal medicine; Psychology; Cognition; Anxiety; Receptor","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":[0.0002201997,0.0002532937,0.0002835513,0.00009945808,0.0001442124,0.00005850049,0.0001483852,0.00006067921,0.000005810449],"category_scores_gemma":[0.0002498139,0.0001405456,0.00005931138,0.0002915915,0.0001822289,0.0001713724,0.00001768714,0.00009452693,0.00000682492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055175,"about_ca_system_score_gemma":0.00003546318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173035,"about_ca_topic_score_gemma":0.00008391478,"domain_scores_codex":[0.9984102,0.00007753113,0.0003234867,0.0004347476,0.0004660033,0.0002880497],"domain_scores_gemma":[0.9992278,0.0003786027,0.0001318241,0.0001146779,0.00006823876,0.0000788053],"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":[0.08411591,0.0003789089,0.2828888,0.0001580325,0.00002030405,0.00001982707,0.02705384,0.003056212,0.595753,0.0005833823,0.00001306431,0.005958749],"study_design_scores_gemma":[0.02804599,0.03029356,0.7524149,0.0004558413,0.0002089406,0.00001909747,0.0009849779,0.007453097,0.1793179,0.0002240776,0.00006732545,0.0005142196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960474,0.00007031736,0.00004899521,0.00004091434,0.00009392196,0.001107812,0.00002558372,0.00006914306,0.002495937],"genre_scores_gemma":[0.9995955,0.000008543381,0.0001190417,0.0000102198,0.00004111738,0.00007649977,0.000001643277,0.00002509436,0.0001223506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4695262,"threshold_uncertainty_score":0.5731283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03071453597085064,"score_gpt":0.2598592019916795,"score_spread":0.2291446660208289,"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."}}