{"id":"W1994160738","doi":"10.3389/fnhum.2012.00323","title":"Major Depressive Disorder and Alterations in Insular Cortical Activity: A Review of Current Functional Magnetic Imaging Research","year":2012,"lang":"en","type":"review","venue":"Frontiers in Human Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Functional magnetic resonance imaging; Current (fluid); Neuroscience; Psychology; Major depressive disorder; Functional imaging; Medicine; Physics; Amygdala","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00151967,0.0003960642,0.001194521,0.00115721,0.0005444834,0.00008160967,0.0005523133,0.00008231143,0.00002186636],"category_scores_gemma":[0.01128467,0.0003646234,0.000153868,0.0021829,0.001713547,0.0005432307,0.0007176903,0.001557618,0.000002349161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266376,"about_ca_system_score_gemma":0.0002912155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002296424,"about_ca_topic_score_gemma":0.00002034608,"domain_scores_codex":[0.9942076,0.001908121,0.0007436353,0.001350055,0.001067227,0.0007233273],"domain_scores_gemma":[0.9962349,0.002692411,0.0002962205,0.0005401972,0.0001010389,0.000135236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003234427,0.001323524,0.009139147,0.06296594,0.000006241621,0.0000824867,0.0001896803,0.0000163435,0.0008937526,0.002487524,0.004337859,0.9185252],"study_design_scores_gemma":[0.0008243454,0.0002289393,0.01157378,0.05428414,0.000231398,0.0001526037,0.00003348643,0.001000946,0.00006070877,0.001021731,0.9295907,0.0009972487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003983946,0.9946878,0.0009173083,0.0002228874,0.002050009,0.0015174,0.00004595101,0.00002099502,0.0001392785],"genre_scores_gemma":[0.005695787,0.9932327,0.00003955736,0.000243909,0.00008411465,0.0005530504,0.000003844207,0.00003631183,0.0001107349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9252528,"threshold_uncertainty_score":0.9998806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1692137846715338,"score_gpt":0.4029957421260433,"score_spread":0.2337819574545095,"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."}}