{"id":"W2902179611","doi":"10.1111/bdi.12732","title":"Differences between unipolar mania and bipolar‐I disorder: Evidence from nine epidemiological studies","year":2018,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Pan American Health Organization; GlaxoSmithKline; Conselho Nacional de Desenvolvimento Científico e Tecnológico; GGZ Friesland; Lentis; Bundesministerium für Bildung und Forschung; Chinese Society of Clinical Oncology; Fogarty International Center; GlaxoSmithKline foundation; Vrije Universiteit Amsterdam; Rivierduinen; GGZ inGeest; Robert Wood Johnson Foundation; ZonMw; GGZ Drenthe; Pfizer Foundation; Fundação de Amparo à Pesquisa do Estado de São Paulo; Rijksuniversiteit Groningen; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Substance Abuse and Mental Health Services Administration; U.S. Public Health Service; John D. and Catherine T. MacArthur Foundation; Eli Lilly and Company; John W. Alden Trust; Pfizer; Leids Universitair Medisch Centrum","keywords":"Mania; Bipolar disorder; Psychiatry; Anxiety; Comorbidity; Psychology; Clinical psychology; Panic disorder; Depression (economics); Age of onset; Epidemiology; Hypomania; Medicine; Internal medicine; Mood; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005224189,0.0006579991,0.001216371,0.0002207894,0.0005554389,0.00005211213,0.0003066901,0.0003278375,0.0003407939],"category_scores_gemma":[0.001090859,0.0004707332,0.0002448691,0.0004565861,0.001361934,0.0002857356,0.0003385937,0.0004623003,0.0001983625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008547664,"about_ca_system_score_gemma":0.00007433866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836111,"about_ca_topic_score_gemma":0.004363681,"domain_scores_codex":[0.9966437,0.0003656459,0.0006697529,0.001072427,0.0004708625,0.0007776326],"domain_scores_gemma":[0.9972873,0.001188773,0.0002082622,0.0007294414,0.0001652893,0.0004208943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054166,0.0001919019,0.7903734,0.00006411503,0.0007370919,0.000004177001,0.0007167467,8.565373e-8,0.0003024042,0.0001261076,0.0002045579,0.207174],"study_design_scores_gemma":[0.001385243,0.001473244,0.8600668,0.0002639375,0.0007634031,0.00001411221,0.0006337404,0.00008804701,0.0001477286,0.001738583,0.132971,0.0004541292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5191793,0.4761859,0.0008328983,0.002816332,0.000156317,0.0005067579,0.00007890017,0.0001799017,0.00006373566],"genre_scores_gemma":[0.8207788,0.1761881,0.00195091,0.0002547198,0.000397479,0.00005591038,0.00008666295,0.00005398179,0.0002334235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3015995,"threshold_uncertainty_score":0.9997745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07254376820036162,"score_gpt":0.3333311966233302,"score_spread":0.2607874284229685,"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."}}