{"id":"W4414181906","doi":"10.1192/j.eurpsy.2025.155","title":"The interplay between ADHD comorbid bipolar disorder and suicide behavior","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Hotel Dieu Hospital","funders":"National Institute for Health and Care Research","keywords":"Bipolar disorder; Comorbidity; Context (archaeology); Vulnerability (computing); Intervention (counseling); Mood; Presentation (obstetrics); Mood disorders","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":[0.0003831683,0.0001080452,0.0002131118,0.0008948402,0.000222481,0.0006988288,0.0001337983,0.0002520022,0.002196152],"category_scores_gemma":[0.002705636,0.0000894792,0.0002759818,0.000735158,0.0001275437,0.0002748273,0.0003095961,0.0003118615,0.00009913561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003429411,"about_ca_system_score_gemma":0.0005337191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004052421,"about_ca_topic_score_gemma":0.01084114,"domain_scores_codex":[0.9997122,0.0001180258,0.00004730987,0.00002587286,0.0000656979,0.00003089806],"domain_scores_gemma":[0.9989492,0.0004169558,0.0004529312,0.00001778434,0.00008992011,0.00007331987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192413,0.0000343616,0.9423448,0.0005854166,0.0003017793,0.001412053,0.0002866517,0.00007431406,0.0002714451,0.0006286292,0.001092359,0.05284886],"study_design_scores_gemma":[0.000007041889,0.00007689241,0.990113,0.001014213,0.0002828173,0.004110365,0.001159749,0.0002221374,0.0001066495,0.0007511109,0.002147594,0.000008392434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843029,0.1013169,0.0003729158,0.004165697,0.0001987858,0.00003062224,0.0006564205,0.00001382685,0.008941893],"genre_scores_gemma":[0.9804423,0.01825163,0.0002597241,0.0002647199,0.0001692846,0.000005717529,0.0002075147,0.000002068035,0.0003970015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004052421,"threshold_uncertainty_score":0.008057714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260714436727747,"score_gpt":0.3495641662184542,"score_spread":0.3269570218511768,"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."}}