{"id":"W2761270031","doi":"10.1016/j.cjca.2017.10.006","title":"Bipolar Disorder and the Vascular System: Mechanisms and New Prevention Opportunities","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Disease; Narrative review; Epidemiology; Population; Bipolar disorder; Psychiatry; Intensive care medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006781072,0.0002450538,0.002078609,0.000266931,0.0002187946,0.00005267371,0.0001428325,0.0002832108,0.000007288639],"category_scores_gemma":[0.0000809702,0.0001383773,0.0006162805,0.00003064316,0.0002961418,0.00004912353,0.00002165058,0.0003629787,0.000002334011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033422,"about_ca_system_score_gemma":0.002817813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888735,"about_ca_topic_score_gemma":0.002345986,"domain_scores_codex":[0.9987036,0.0003816877,0.0004359648,0.0001515031,0.0001030378,0.0002242152],"domain_scores_gemma":[0.998493,0.00006642692,0.0004295167,0.0003288531,0.00008272344,0.0005995476],"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":[0.000009749196,9.181567e-7,0.0001365021,0.00236085,0.002200763,0.0001299578,0.00004459504,2.44245e-7,9.637397e-9,0.004546504,0.0003378754,0.9902321],"study_design_scores_gemma":[0.001491189,0.0001899189,0.0002221059,0.003502619,0.007708053,0.008134419,0.00014344,5.165238e-7,1.240332e-8,0.0004334501,0.9780679,0.0001063462],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003573027,0.9963242,0.001251372,0.0003413135,0.000408461,0.0005058884,0.00002300578,0.000003371533,0.001138769],"genre_scores_gemma":[0.0005064774,0.9983262,0.00007615124,0.00001559285,0.0004787786,0.00001121,0.00002084623,0.00002817431,0.0005365869],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901257,"threshold_uncertainty_score":0.5642864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041302346237264,"score_gpt":0.3100771999713453,"score_spread":0.2059469653476189,"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."}}