{"id":"W2735965639","doi":"10.1093/brain/awx142","title":"Cortical functional hyperconnectivity in a mouse model of depression and selective network effects of ketamine","year":2017,"lang":"en","type":"article","venue":"Brain","topic":"Treatment of Major Depression","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Glutamatergic; Glutamate receptor; Neuroscience; Ketamine; Social defeat; NMDA receptor; Antidepressant; Psychology; Pharmacology; Medicine; Internal medicine; Hippocampus; Receptor","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001765961,0.00009484962,0.0002980419,0.0000516533,0.00006209985,0.000004122494,0.00004213466,0.00008949241,0.000004552975],"category_scores_gemma":[0.001086341,0.00007468923,0.00003997373,0.00003358349,0.0001035131,0.00008802363,0.00007861235,0.0001293007,6.259488e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002814875,"about_ca_system_score_gemma":0.00004181098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006254522,"about_ca_topic_score_gemma":0.00004937556,"domain_scores_codex":[0.9992852,0.00006339809,0.0001489517,0.0002017358,0.0001701693,0.0001305241],"domain_scores_gemma":[0.999046,0.0004592377,0.0001111703,0.0002777368,0.00004184453,0.0000640045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009800545,0.0004911175,0.5775707,0.0001554483,0.00004549211,0.00001194688,0.00009414437,0.0004707426,0.414255,0.0001364668,0.0003220607,0.005466851],"study_design_scores_gemma":[0.003839875,0.0002593013,0.8588648,0.0002580347,0.00004717529,0.000008890258,0.000004670097,0.01773393,0.1185092,0.000416745,0.000002816126,0.00005463397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976329,0.0001756596,0.00115345,0.000200054,0.00003816132,0.0003313316,0.000004334374,0.00001314413,0.0004509634],"genre_scores_gemma":[0.998418,0.00001357417,0.001085495,0.00003790833,0.00004076059,0.00001885922,0.000004069871,0.00001134271,0.0003700002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2957458,"threshold_uncertainty_score":0.3045738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864423439690271,"score_gpt":0.2677088022290138,"score_spread":0.2490645678321111,"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."}}