{"id":"W3200620348","doi":"10.1111/bdi.13127","title":"Neural functional connectivity changes to psychosocial stress in young adults with bipolar disorder and preliminary associations with clinical trajectories","year":2021,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dell Medical School, University of Texas at Austin; National Institute on Alcohol Abuse and Alcoholism; Waggoner Center for Alcohol and Addiction Research, University of Texas at Austin","keywords":"Bipolar disorder; Amygdala; Psychology; Mood; Bipolar I disorder; Functional magnetic resonance imaging; Neuroscience; Mood disorders; Psychiatry; Mania; Clinical psychology; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001792311,0.000339049,0.0005150591,0.0001666514,0.0002511941,0.00004857722,0.00006627381,0.0001925184,0.00005497836],"category_scores_gemma":[0.0001503546,0.0002754199,0.00009542706,0.0006833691,0.0001763692,0.0001567329,0.00005610161,0.0004167922,0.000005631518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000833336,"about_ca_system_score_gemma":0.0002335633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184927,"about_ca_topic_score_gemma":0.3122949,"domain_scores_codex":[0.9979002,0.0001968729,0.0003012708,0.0007102067,0.0004337363,0.0004577196],"domain_scores_gemma":[0.9989669,0.000209659,0.000104298,0.0003013132,0.0001662139,0.0002516631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001718098,0.001741752,0.9361153,0.00006872082,0.0003042224,0.00001589581,0.001367303,0.00001904697,0.00002068728,0.0000996613,0.00005467906,0.05847468],"study_design_scores_gemma":[0.006442603,0.002305015,0.9787571,0.0001287134,0.0002609925,0.00004940198,0.002173996,0.00008551159,0.00003917226,0.00002777237,0.009392718,0.0003369351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596214,0.0324108,0.0003261043,0.006073368,0.0002283555,0.000903567,0.0002243287,0.00008911897,0.0001230067],"genre_scores_gemma":[0.9952181,0.003296235,0.0004124626,0.0002136294,0.0001471875,0.0001764088,0.0003376988,0.00005794095,0.0001403117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3104456,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647495558351363,"score_gpt":0.2791889246038541,"score_spread":0.2627139690203405,"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."}}