{"id":"W3187474703","doi":"10.1002/brb3.2287","title":"Early post‐treatment blood oxygenation level‐dependent responses to emotion processing associated with clinical response to pharmacological treatment in major depressive disorder","year":2021,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Functional magnetic resonance imaging; Major depressive disorder; Statistical parametric mapping; Medicine; Insula; Precentral gyrus; Inferior parietal lobule; Psychology; Superior temporal gyrus; Internal medicine; Audiology; Magnetic resonance imaging; Neuroscience; Amygdala","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":[0.0002911929,0.0001654055,0.0002589569,0.0001741885,0.0001165229,0.000198823,0.000124415,0.0003460157,0.0009318769],"category_scores_gemma":[0.00125682,0.0001182942,0.0001171253,0.0001174073,0.0001226443,0.0001097323,0.0000962118,0.0003586602,0.0001335796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700129,"about_ca_system_score_gemma":0.00008797102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008074036,"about_ca_topic_score_gemma":0.001677661,"domain_scores_codex":[0.9998993,0.00003894359,0.00001036746,0.00001653583,0.00002068474,0.00001416458],"domain_scores_gemma":[0.999403,0.0001704678,0.000273394,0.00002222356,0.00005624413,0.00007459684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01566863,0.001713816,0.7794651,0.0003364959,0.0003168941,0.001265879,0.0007332248,0.0005454934,0.1379417,0.00006635742,0.000811909,0.06113441],"study_design_scores_gemma":[0.00002066115,0.000413177,0.9985619,0.000003146697,0.00001532659,0.000184845,0.00002925517,0.00008044863,0.0006319783,0.000008602243,0.00004874488,0.00000195262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994606,0.000143919,0.00006724986,0.0000418797,0.000002564716,0.00001307619,0.0000368378,0.000004588214,0.0002291751],"genre_scores_gemma":[0.9994847,0.00008742919,0.0001206951,0.00003420937,0.000006198437,0.00001636842,0.00008827185,0.000001856538,0.0001602345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009318769,"threshold_uncertainty_score":0.003117502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0916230883706024,"score_gpt":0.3671666315271417,"score_spread":0.2755435431565393,"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."}}