{"id":"W2092690766","doi":"10.1016/s0924-9338(09)70247-0","title":"Advances in the Pathophysiology of Episode-Related Cognitive Impairment in Bipolar Disorder","year":2009,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Psychology; Cognition; Bipolar disorder; Psychological intervention; Neuroscience; Cognitive impairment; Psychological resilience; Neuropsychology; Clinical psychology; Psychiatry; Psychotherapist","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":[0.0008260628,0.0004274994,0.0005419698,0.001097095,0.0003046238,0.0007841577,0.0003904408,0.001072652,0.001514939],"category_scores_gemma":[0.0006612341,0.0001491297,0.0002888757,0.0005385505,0.0008592817,0.001019484,0.0004921094,0.001478127,0.0002456972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062157,"about_ca_system_score_gemma":0.0009067035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803187,"about_ca_topic_score_gemma":0.003057331,"domain_scores_codex":[0.9998562,0.000057814,0.00002022074,0.00001551329,0.00003285834,0.00001723509],"domain_scores_gemma":[0.9997807,0.00008924209,0.00005904524,0.000008697297,0.00003664525,0.00002575423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007590358,0.0004373972,0.0185106,0.005893069,0.000242541,0.005802582,0.001497037,0.0009399977,0.01605134,0.037863,0.02820439,0.8837991],"study_design_scores_gemma":[0.0003262119,0.001879729,0.2145828,0.005900399,0.0006117008,0.03570144,0.003138686,0.002572531,0.004414266,0.1557833,0.5749097,0.0001793109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01535366,0.9502684,0.001826764,0.02219516,0.001602161,0.00003255072,0.00005592725,0.00003663645,0.008628729],"genre_scores_gemma":[0.09487937,0.8920748,0.003342764,0.003318003,0.004425831,0.0000377081,0.00006395477,0.000005602094,0.001851984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001803187,"threshold_uncertainty_score":0.007706523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004893122990135196,"score_gpt":0.2553836664837872,"score_spread":0.250490543493652,"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."}}