{"id":"W3007205692","doi":"10.1503/jpn.190088","title":"Indirect frontocingulate structural connectivity predicts clinical response to accelerated rTMS in major depressive disorder","year":2020,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Major depressive disorder; Psychology; Functional connectivity; Clinical psychology; Neuroscience; Mood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000535569,0.0001683467,0.0003734645,0.000141155,0.0001933629,0.00008891869,0.0003558236,0.00005925805,0.00001420296],"category_scores_gemma":[0.005055595,0.0001352469,0.00008040636,0.000788433,0.0002457704,0.0003897781,0.00009669108,0.0004103048,0.000002271213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001095471,"about_ca_system_score_gemma":0.000142883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006654726,"about_ca_topic_score_gemma":0.0000241003,"domain_scores_codex":[0.9975299,0.0006424486,0.0006796931,0.0004723398,0.0004107277,0.0002649558],"domain_scores_gemma":[0.9984441,0.0007397151,0.0003226621,0.0001168055,0.00006380615,0.0003128845],"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":[0.007180896,0.0001376501,0.4338234,0.00002006979,0.000004106946,0.0001013891,0.001357625,0.002501653,0.5527524,0.00008506661,0.0001334235,0.001902333],"study_design_scores_gemma":[0.003023285,0.001467412,0.98925,0.00003753353,0.00001642941,0.00007511405,0.0000584048,0.002710679,0.002730625,0.0002884678,0.0001904453,0.0001516248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852971,0.0001484683,0.0007343969,0.01179034,0.001697237,0.0002686433,0.00001389886,0.00002245556,0.00002746449],"genre_scores_gemma":[0.9951897,0.00003434917,0.0005459266,0.004052241,0.0001568536,0.000002387197,3.421091e-8,0.00001042734,0.00000805233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5554266,"threshold_uncertainty_score":0.6052384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0635278726202341,"score_gpt":0.3484269902499,"score_spread":0.2848991176296659,"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."}}