{"id":"W2998131346","doi":"10.1001/jamapsychiatry.2019.4208","title":"Association of Intrinsic Brain Architecture With Changes in Attentional and Mood Symptoms During Development","year":2019,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences","keywords":"CBCL; Psychology; Prefrontal cortex; Resting state fMRI; Child Behavior Checklist; Functional magnetic resonance imaging; Major depressive disorder; Dorsolateral prefrontal cortex; Mood; Neuroimaging; Cohort; Clinical psychology; Psychiatry; Audiology; Developmental psychology; Neuroscience; Cognition; Medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001915852,0.0001087084,0.0001500884,0.0001639708,0.00006650549,0.00001974747,0.00007131591,0.00006000203,0.00002532046],"category_scores_gemma":[0.0005018214,0.00009453855,0.00001830571,0.0002568356,0.00002927964,0.00009190413,0.00006789927,0.0001754941,0.00001037934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008712911,"about_ca_system_score_gemma":0.00006191539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005816905,"about_ca_topic_score_gemma":0.0008468955,"domain_scores_codex":[0.9989735,0.00006627162,0.0001381247,0.000326637,0.0003229058,0.0001725895],"domain_scores_gemma":[0.9989657,0.0007475766,0.0001329416,0.0001004603,0.00002867859,0.00002464677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001579206,0.00008668924,0.9841125,0.0001071124,0.00003036076,7.42122e-7,0.0004353076,0.00008557348,0.01226267,0.0009066298,0.000308228,0.001506241],"study_design_scores_gemma":[0.001688125,0.00010508,0.9914965,0.000113537,0.000004382951,0.0000130426,0.0000955385,0.00001249011,0.005026108,0.0004700934,0.00085178,0.0001233211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626926,0.00003764333,0.00001372205,0.03608878,0.0003256645,0.0002084012,0.000007212202,0.0000240676,0.0006019572],"genre_scores_gemma":[0.9971377,0.000004838128,0.0004832335,0.001461476,0.00008616409,0.00002211113,0.000001655714,0.00001102649,0.0007918591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0346273,"threshold_uncertainty_score":0.385517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006421358560427772,"score_gpt":0.2082090569191881,"score_spread":0.2017876983587603,"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."}}