{"id":"W2001966467","doi":"10.1016/j.psychres.2011.06.014","title":"Psychosocial and neurocognitive profiles in depressed patients with major depressive disorder and bipolar disorder","year":2011,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Centre de réadaptation Lethbridge-Layton-Mackay; Institut Universitaire en Santé Mentale de Québec; Université Laval","funders":"","keywords":"Neurocognitive; Psychosocial; Psychology; Major depressive disorder; Clinical psychology; Bipolar disorder; Anxiety; Cognition; Depression (economics); Mood; Psychiatry; Neuropsychology","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":[0.0001705634,0.000221175,0.0002700024,0.0003037906,0.0002457012,0.00003296247,0.00009019168,0.0001229395,0.00009936065],"category_scores_gemma":[0.00005266729,0.0001628936,0.00003297662,0.0004234923,0.0003449104,0.0001402589,0.0001034164,0.0005246309,0.00001391692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001760684,"about_ca_system_score_gemma":0.0001116817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070273,"about_ca_topic_score_gemma":0.003388281,"domain_scores_codex":[0.9980496,0.0001881564,0.0002013361,0.0005745851,0.0004670108,0.0005193715],"domain_scores_gemma":[0.9992055,0.00007255447,0.00004522703,0.0002502528,0.0002070255,0.0002194537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001446021,0.001914398,0.9780406,0.0001435805,0.0001209701,0.000006348445,0.001030759,2.81746e-8,0.000008131895,0.0001659038,0.00005913119,0.01706417],"study_design_scores_gemma":[0.009499183,0.001124478,0.9867852,0.0001169603,0.00008057134,0.000008238469,0.000609956,0.00001098597,0.00001367754,0.0009465744,0.0006320334,0.0001721025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979874,0.01560359,0.00002301761,0.0007581656,0.00006694574,0.001690249,0.00004267713,0.00002900344,0.001912366],"genre_scores_gemma":[0.9981145,0.0005808669,0.000708863,0.00005667821,0.00005117328,0.0003043026,0.00003996526,0.0000494255,0.00009418092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01824056,"threshold_uncertainty_score":0.6642608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592642069324514,"score_gpt":0.3120364294358482,"score_spread":0.2861100087426031,"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."}}