{"id":"W3135676287","doi":"10.2139/ssrn.3356860","title":"Transdiagnostic and Illness-Specific Functional Dysconnectivity Across Schizophrenia, Bipolar Disorder and Major Depression and Relationships with Working Memory","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Mental Health Research Topics","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychology; Bipolar disorder; Depression (economics); Psychiatry; Clinical psychology; Cognition","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":[0.0003864257,0.0003341833,0.0003258708,0.0011066,0.0005126198,0.0007859902,0.0003371681,0.0003791947,0.00196862],"category_scores_gemma":[0.002181429,0.0001864304,0.0003554595,0.0009204433,0.0004488829,0.0005815965,0.000840006,0.000459948,0.0001434946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003729257,"about_ca_system_score_gemma":0.0003246008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005812912,"about_ca_topic_score_gemma":0.01887092,"domain_scores_codex":[0.999796,0.00004774936,0.00003738302,0.0000458056,0.00002904349,0.00004393008],"domain_scores_gemma":[0.9987689,0.0002721664,0.0005660974,0.00008348638,0.0001083514,0.000201009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001959802,0.00002894187,0.9961706,0.00001052675,0.00009554265,0.0001639185,0.0004361783,0.00003730231,0.001032694,0.00004829778,0.00003002151,0.001750014],"study_design_scores_gemma":[0.000002214678,0.00002286317,0.9991415,0.000003099991,0.00001368339,0.0002076321,0.0004642895,0.00004320709,0.0000303457,0.00005243017,0.00001718079,0.000001642397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995396,0.00009432183,0.00003084589,0.00002251205,0.000002202556,0.000002524795,0.00006784728,7.897172e-7,0.0002395101],"genre_scores_gemma":[0.9997225,0.00004337644,0.00003446754,0.000008162308,0.000002650356,0.000002835745,0.0001083022,0.000001007574,0.00007663236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005812912,"threshold_uncertainty_score":0.01155818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657240698785203,"score_gpt":0.3046232905877517,"score_spread":0.2780508835998997,"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."}}