{"id":"W4380992674","doi":"10.4103/indianjpsychiatry.indianjpsychiatry_163_23","title":"Predominant polarity in bipolar affective disorder and its impact on cognition and quality of life","year":2023,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bipolar disorder; Mania; Mood; Psychiatry; Quality of life (healthcare); Depression (economics); Psychology; Hypomania; Comorbidity; Substance abuse; Clinical psychology; Cognition; Medicine; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002724872,0.0001542139,0.0002139836,0.0003433069,0.0003589405,0.0004753683,0.00008468925,0.0001450242,0.001944617],"category_scores_gemma":[0.001190831,0.00005913288,0.0003108205,0.0003348623,0.0001675268,0.0001442948,0.0002414687,0.0003680719,0.0001174462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000342771,"about_ca_system_score_gemma":0.0002183122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002252016,"about_ca_topic_score_gemma":0.004992153,"domain_scores_codex":[0.9998295,0.0000523712,0.00001704137,0.00001883349,0.0000467549,0.00003541565],"domain_scores_gemma":[0.9994482,0.00008203762,0.0002714233,0.00001269747,0.00005470839,0.0001309534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004276101,0.0001397757,0.9843179,0.00008604306,0.0001394203,0.0002939956,0.0003477462,0.0000460887,0.0004437556,0.00006442804,0.000429715,0.01326348],"study_design_scores_gemma":[0.000007189042,0.0001114736,0.9989593,0.00002407271,0.000034304,0.0002449676,0.0002967537,0.00003881729,0.00002398314,0.00007337215,0.000182885,0.000002842322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995587,0.001425472,0.00002891256,0.0002561512,0.00002257686,0.00001100924,0.0002108785,0.000001753489,0.002456318],"genre_scores_gemma":[0.9994172,0.000297813,0.00003061482,0.00004458473,0.00001173267,0.000003950987,0.00007939587,3.913899e-7,0.0001145127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002252016,"threshold_uncertainty_score":0.00650543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741342104963336,"score_gpt":0.329905553054502,"score_spread":0.3124921320048686,"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."}}