{"id":"W2013537265","doi":"10.1016/j.psychres.2007.07.001","title":"Decision making in bipolar disorder: A cognitive modeling approach","year":2008,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Institute of Mental Health","keywords":"Bipolar disorder; Impulsivity; Psychology; Consistency (knowledge bases); Cognition; Temperament; Task (project management); Cognitive psychology; Iowa gambling task; Borderline personality disorder; Personality; Clinical psychology; Psychiatry; Social psychology; Computer science; Artificial intelligence","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":[0.004473952,0.001133046,0.00125109,0.001516315,0.0010906,0.003831406,0.001909165,0.001794748,0.003983553],"category_scores_gemma":[0.01882357,0.0007031327,0.001675481,0.001216681,0.001267328,0.002421191,0.001334955,0.002022592,0.0002251008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684841,"about_ca_system_score_gemma":0.003199973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02876527,"about_ca_topic_score_gemma":0.02585692,"domain_scores_codex":[0.9979449,0.001454465,0.00006631914,0.0001858328,0.0001814063,0.0001671217],"domain_scores_gemma":[0.9807421,0.01753879,0.0006566772,0.0002078608,0.0004364154,0.000418117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004771168,0.0007475215,0.01115268,0.000181058,0.0003940281,0.0003745266,0.001679096,0.8719088,0.0002475229,0.07371537,0.001670115,0.03745212],"study_design_scores_gemma":[0.00004514822,0.00007339079,0.0007893904,0.00003705096,0.00007044776,0.00005079739,0.000285923,0.9400954,0.000067144,0.05806166,0.0003991457,0.00002447324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4719889,0.001160648,0.4961984,0.005723023,0.0002121508,0.0003621881,0.0004189128,0.0002643481,0.0236713],"genre_scores_gemma":[0.9376307,0.0005602819,0.05910863,0.0003015659,0.00006956113,0.0002759697,0.0001396186,0.0000226949,0.001891016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02876527,"threshold_uncertainty_score":0.05719566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09664826655336285,"score_gpt":0.4011381631607808,"score_spread":0.3044898966074179,"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."}}