{"id":"W4404734877","doi":"10.1016/j.nicl.2024.103716","title":"Functional connectivity profiles in remitted depression and their relation to ruminative thinking","year":2024,"lang":"en","type":"article","venue":"NeuroImage Clinical","topic":"Mental Health Research Topics","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Functional connectivity; Rumination; Depression (economics); Cognitive psychology; Default mode network; Cognition; Clinical psychology; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001896275,0.0001346767,0.0001200666,0.0005115055,0.0001162051,0.0003025621,0.0001193357,0.0002043708,0.000726938],"category_scores_gemma":[0.001512992,0.00007279003,0.0001080352,0.0002733701,0.0001637299,0.0001925627,0.000193111,0.0001774383,0.0000784622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277516,"about_ca_system_score_gemma":0.00005715417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001679518,"about_ca_topic_score_gemma":0.004029409,"domain_scores_codex":[0.9999352,0.00001539399,0.000005737706,0.00001936482,0.000009836052,0.00001448501],"domain_scores_gemma":[0.9996814,0.0001034795,0.0001158229,0.00002197191,0.00003410351,0.00004331727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00265584,0.0001759871,0.8271836,0.0002060609,0.0003923186,0.001675075,0.004001888,0.001521763,0.09947017,0.0008300896,0.0005851811,0.06130199],"study_design_scores_gemma":[0.000006687197,0.00007784865,0.9971954,0.00001010426,0.00002342797,0.0006018535,0.0002487147,0.0008163232,0.000524964,0.0003518192,0.0001378486,0.000005017127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987859,0.0002298937,0.0003535692,0.00002906117,0.00000229682,0.00001021379,0.0001428227,0.000004732325,0.0004416238],"genre_scores_gemma":[0.9993045,0.0001023019,0.0003290725,0.00000912264,0.000003922177,0.00001007658,0.0001354747,0.000001949394,0.000103575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001679518,"threshold_uncertainty_score":0.003339529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1736975812205703,"score_gpt":0.4880678106653366,"score_spread":0.3143702294447663,"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."}}