{"id":"W4214902367","doi":"10.1177/07067437221078646","title":"The centrality of working memory networks in differentiating bipolar type I depression from unipolar depression: A task-fMRI study","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Science Foundation of Hainan Province; National Natural Science Foundation of China","keywords":"Depression (economics); Psychology; Centrality; Working memory; Task (project management); Bipolar disorder; Clinical psychology; Psychiatry; Cognitive psychology; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003405808,0.0002478243,0.0001412025,0.0005890654,0.0001719174,0.0003188873,0.0001484177,0.0002355134,0.0008520713],"category_scores_gemma":[0.001352264,0.0001331338,0.0001581491,0.0002734723,0.0002278303,0.0002746735,0.0002359452,0.0001723999,0.00008680058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415437,"about_ca_system_score_gemma":0.00008000968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472443,"about_ca_topic_score_gemma":0.004386215,"domain_scores_codex":[0.9999366,0.0000162577,0.000005787764,0.00002012811,0.000009190097,0.00001206672],"domain_scores_gemma":[0.9995989,0.0001607422,0.0001251603,0.0000313991,0.00002647229,0.00005742468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002289478,0.0003450023,0.9237088,0.0001100768,0.0002280576,0.0005180096,0.001133218,0.001029911,0.04717555,0.0002945138,0.000218575,0.02294885],"study_design_scores_gemma":[0.00003288479,0.0001805865,0.9954633,0.000007957126,0.00003636181,0.0004277656,0.0001717963,0.00250359,0.000852584,0.0002157943,0.0001016103,0.000005822463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999431,0.00006273693,0.0002514443,0.000008036677,0.000001244981,0.000006905996,0.00003494521,0.000001649385,0.0002021175],"genre_scores_gemma":[0.9996243,0.00002629331,0.0002235647,0.000004537349,0.000003530438,0.000005698932,0.00005853989,0.000001145346,0.0000524156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001472443,"threshold_uncertainty_score":0.002927661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911953191927938,"score_gpt":0.2496887259372105,"score_spread":0.2305691940179311,"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."}}