{"id":"W4412592572","doi":"10.1016/b978-0-443-33580-8.00012-x","title":"Comorbidity with other psychiatric illness","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychiatric comorbidity; Psychiatry; Comorbidity; Psychology; Medicine","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":[0.0001206221,0.0004141041,0.0003202015,0.0007912925,0.0005544305,0.0007414232,0.0002559466,0.000553295,0.2042407],"category_scores_gemma":[0.0003194782,0.0001526909,0.0002807137,0.0008496126,0.0001824997,0.0005842441,0.000913421,0.0008391421,0.0659783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249061,"about_ca_system_score_gemma":0.0004148707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055835,"about_ca_topic_score_gemma":0.009031514,"domain_scores_codex":[0.9999412,0.00001004507,0.000005146997,0.000008973005,0.00002246299,0.0000122022],"domain_scores_gemma":[0.9999257,0.00002457575,0.000007029242,0.000006802652,0.000009937069,0.00002591887],"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":[0.00004540819,0.00006809663,0.002188957,0.0003019553,0.00001276098,0.0009820829,0.0002293145,0.0001573321,0.0007529191,0.01553866,0.4161013,0.5636212],"study_design_scores_gemma":[0.000007380471,0.00003237321,0.005050041,0.0004196975,0.000006253733,0.003750932,0.0001354417,0.0001144041,0.0001011179,0.003817548,0.9865588,0.000005941924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003013858,0.02328872,0.0007020507,0.001786484,0.001382111,0.00002301698,0.0003959598,0.0001133153,0.9692945],"genre_scores_gemma":[0.01490325,0.02329297,0.001106437,0.001475678,0.0007739537,0.00002820186,0.0007136064,0.00006946716,0.9576365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2042407,"threshold_uncertainty_score":0.6832532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218023482726108,"score_gpt":0.2514391773107634,"score_spread":0.2392589424835023,"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."}}