{"id":"W3125230913","doi":"10.1101/2021.01.27.21250490","title":"Baseline functional connectivity in resting state networks associated with depression and remission status after 16 weeks of pharmacotherapy: A CAN-BIND Report","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; St. Michael's Hospital; University Health Network; University of Toronto; Centre for Addiction and Mental Health; St. Joseph’s Healthcare Hamilton; Toronto Western Hospital; University of British Columbia; Queen's University; McMaster University; Baycrest Hospital; University of Alberta; University of Calgary","funders":"University Health Network Foundation; H. Lundbeck A/S; Mitacs; Michael Smith Health Research BC; Government of Ontario; Fondation Brain Canada; St. Jude Medical; Servier; Ontario Brain Institute; Pfizer; Allergan; Canadian Network for Mood and Anxiety Treatments; Canadian Institutes of Health Research; Sunovion","keywords":"Default mode network; Major depressive disorder; Pharmacotherapy; Psychology; Resting state fMRI; Depression (economics); Internal medicine; Oncology; Functional connectivity; Psychiatry; Medicine; Neuroscience; Clinical psychology; Cognition","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008466694,0.0001777453,0.0003573808,0.0004153761,0.0004967092,0.0004761454,0.0004472645,0.0004444071,0.001441314],"category_scores_gemma":[0.003155108,0.0001451306,0.0003029214,0.0005916917,0.0003008211,0.0003573667,0.0004347998,0.0004630322,0.0001576866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009160579,"about_ca_system_score_gemma":0.0005534645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05133428,"about_ca_topic_score_gemma":0.1066762,"domain_scores_codex":[0.9995967,0.00009630698,0.00002778438,0.0001118975,0.0001002158,0.00006723516],"domain_scores_gemma":[0.9985354,0.0003102194,0.0004677374,0.0001960104,0.0002666427,0.0002240499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004405519,0.0003951312,0.974542,0.00007235711,0.0007173345,0.0001228856,0.0004988514,0.0005972326,0.003540966,0.0001209935,0.00118772,0.01379895],"study_design_scores_gemma":[0.0000265793,0.0001436351,0.9991283,0.000003498969,0.00005539432,0.00004984787,0.00005100624,0.0002464978,0.0001142767,0.00003206087,0.0001433491,0.000005527724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978774,0.0001197126,0.0001831789,0.0000410338,0.000004265064,0.00002873552,0.001193559,0.000006611495,0.0005456494],"genre_scores_gemma":[0.9978454,0.00004451397,0.0002036897,0.00001949717,0.00000505347,0.00003497655,0.001587833,0.000003284003,0.0002557969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05133428,"threshold_uncertainty_score":0.102071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277959864871608,"score_gpt":0.2750928453788634,"score_spread":0.2423132467301473,"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."}}